The Coders Guild logo in Navy

Build AI capability your team will actually use

Build AI capability your team will actually use
From first steps to systems that run without you. Short courses, custom training, and the UK's Level 4 AI and Automation apprenticeship, which we created with Skills England.

Why The Coders Guild

We created this.

The Coders Guild led the research and development that produced the UK’s first Level 4 AI and Automation apprenticeship standard β€” built with Skills England and the Alan Turing Institute after a year of research into what SMEs actually need from AI training. We’re not reselling someone else’s framework. We designed it, and we’re running the first cohorts now.

Our trainers work in the field.

Our trainers work in the field. Every programme is delivered by industry practitioners β€” people using these tools in real businesses, not academics teaching from a curriculum. That means what gets taught reflects how AI and automation work in practice, not how they looked two years ago.

Built for smaller businesses.

Built for smaller businesses. Most AI training is designed with enterprise budgets and infrastructure in mind. Ours isn’t. Everything we do is built around the constraints and opportunities of SMEs β€” businesses where one capable person can genuinely change how the whole organisation works.

Three ways to build AI capability

Pick the one that matches where you are. If it’s not obvious, tell us what you’re working with and we’ll point you right.

You're making the decisions

Spend, policy, risk, who on the team needs what. AI for Leaders is six weeks that take you from using the tools to leading the doing.

You're growing your own AI talent

Grow your own AI capability with fully funded, hands-on training. Your people learn on real work in your business, on the UK’s Level 4 AI and Automation apprenticeship, the standard we created with Skills England.

You want the whole team trained together

Closed cohorts on your dates, up to twelve people, built around how your business actually works. One conversation tells you what fits.

Want to go deep yourself? Our courses run from Foundations through Intermediate to Advanced. See them all below.

β€œBusinesses need outputs, not certifications. That’s why our training returns value fast: people do the work on your business, instead of watching videos and hoping some of it sticks.”

Crispin Read – who led the R&D on the UK’s new Level 4 AI and Automation standard with Skills England

Not sure which route fits your team?

Not sure which route fits your team?

Every business is different. If you’re unsure which option works best, or you need something more tailored to your specific challenges, fill in the form and we’ll send you some options and arrange a call.

"*" indicates required fields

This field is for validation purposes and should be left unchanged.

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Product (UX, CX, BA) Apprenticeships and Training

Product (UX, CX, BA) Apprenticeships and Training

Product work is about understanding what users need, designing solutions that work for them, and ensuring teams build the right things. Whether you’re managing digital products, designing user experiences, improving customer journeys, or analysing business requirements, these roles bridge the gap between users, business goals, and technical delivery.

All available courses in Product (UX, CX, BA)

Digital Product Management Level 4 Apprenticeship

Build internal product capability or launch your product career. This apprenticeship teaches problem definition, user research, roadmapping, analytics and stakeholder alignment – creating amazing digital products from day one.

Digital Accessibility Level 4 Apprenticeship

Develop accessibility specialists ready to ensure digital products are accessible to all. This apprenticeship builds practical skills in accessibility standards, inclusive design and advocacy – improving compliance, user satisfaction and competitive advantage through inclusive digital experiences.

Digital Accessibility Workshop

Make your websites and apps work for as many people as possible. Learn semantic markup, ARIA best practices, and how to test with real assistive technologies. Practical, hands-on training.

UX Essentials Short Course

This short course gives you practical UX techniques to make better, more user-focused products. Learn with expert designers and real-world challenges.

Essential Skills for Product Ownership

Build your ability to define product features, prioritise UX/CX and drive value in real‑world scenarios. Become the Product Owner your team needs.

Accessibility Essentials for Digital Products

Support your team in creating digital products that work for everyone. Gain the skills to audit accessibility, embed inclusive design and advocate for change.

Not sure which route fits your team?

Not sure which route fits your team?

Every business is different. If you’re unsure which option works best, or you need something more tailored to your specific challenges, fill in the form and we’ll send you some options and arrange a call.

"*" indicates required fields

This field is for validation purposes and should be left unchanged.

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

FAQs

FAQs

Do I need technical background to be a Product Manager?

No, though technical understanding helps. Many successful product managers came from non-technical backgrounds – business, design, marketing, operations.

What matters more than technical background is ability to:

  • Understand user problems deeply
  • Think strategically about solutions
  • Communicate effectively with technical teams
  • Make good prioritisation decisions
  • Build trust across diverse stakeholders

That said, technical literacy helps you:

  • Have credible conversations with engineering teams
  • Understand what’s technically feasible versus difficult
  • Make better trade-offs between features and technical work
  • Evaluate technical proposals and decisions

You don’t need to code. But understanding basic technical concepts, learning engineering terminology, and showing genuine interest in how things work builds credibility with technical teams.

Some product areas benefit more from technical background – developer tools, infrastructure products, highly technical B2B products. Consumer products often value business and user understanding over technical depth.

These roles overlap but have different emphases:

Product Manager: Focuses on product strategy, vision, market understanding, and business outcomes. Works across multiple teams and stakeholders. Strategic and outward-facing role. Decides what should be built and why.

Product Owner: Focuses on backlog management, sprint planning, and working closely with development team. Tactical role within Agile framework. Ensures development team understands what to build and accepts completed work.

In practice:

  • Product Managers often do Product Owner work in smaller organisations
  • Larger organisations might have both – PM sets strategy, PO manages execution
  • Some organisations use titles interchangeably
  • Product Owner is more junior/tactical, Product Manager more senior/strategic

Product Owner is often easier entry point into product work because it’s more defined within Agile framework and requires less strategic responsibility initially. Many people start as Product Owner and progress to Product Manager.

No. While design degrees help, many successful UX designers don’t have formal design education.

UX design is relatively new field – formal education programs are still developing. Many working UX designers are self-taught or transitioned from other fields like graphic design, psychology, human-computer interaction, or even completely unrelated backgrounds.

What matters more than degrees:

  • Portfolio showing design thinking and problem-solving
  • Understanding of UX principles and methods
  • Ability to conduct user research and synthesise insights
  • Proficiency with design tools (Figma, prototyping tools)
  • Strong communication and collaboration skills

Many successful UX designers built portfolios through:

  • Bootcamps and intensive courses
  • Self-directed learning and practice
  • Pro bono work for charities or small businesses
  • Personal projects and redesigns
  • Online courses and certifications

That said, for some employers, particularly larger corporates, degrees help get past initial screening. But smaller companies and startups focus more on portfolio and capability.

Coding skills are helpful but not essential for most product management roles:

You don’t need to code if you:

  • Understand technical concepts at high level
  • Can have credible conversations with engineers
  • Ask good questions about technical trade-offs
  • Understand what’s feasible versus difficult technically

Coding helps if you want to:

  • Manage highly technical products (developer tools, infrastructure)
  • Have deeper credibility with engineering teams
  • Understand technical debt and architecture discussions better
  • Prototype simple solutions yourself

More valuable than coding:

  • Understanding how web/mobile technology works generally
  • Learning SQL to query data yourself
  • Understanding APIs and how systems integrate
  • Knowing technical terminology and concepts

Some technical product managers have engineering backgrounds and code. But many successful product managers never wrote production code. What matters is technical literacy and ability to work effectively with technical teams, not coding ability.

If you want to develop technical skills, learning SQL and understanding how web applications work matters more than learning to build full applications.

Yes, this is common career transition. Business Analysts have many transferable skills relevant to product management:

Skills BAs bring:

  • Requirements gathering and stakeholder management
  • Understanding business problems and processes
  • Documentation and specification writing
  • Working with development teams
  • Analytical thinking and problem-solving

Skills to develop:

  • Strategic thinking: Moving from requirements to product vision and strategy
  • User focus: Shifting from business requirements to user needs and problems
  • Prioritisation: Making strategic choices about what to build, not just documenting what’s requested
  • Product metrics: Understanding product success metrics and growth
  • Market understanding: Learning about competition, market dynamics, positioning

Making the transition:

  • Start thinking more strategically about why features matter, not just what they do
  • Engage more with users directly, not just through stakeholders
  • Learn product management frameworks and thinking
  • Get involved in roadmapping and prioritisation discussions
  • Build relationships with product managers to learn from them

Many organisations have both BAs and PMs. Demonstrating product thinking in your BA work can lead to opportunities to transition internally.

UX (User Experience) and UI (User Interface) design are related but distinct:

UX Design focuses on:

  • How products work – flows, logic, functionality
  • User research and understanding needs
  • Information architecture and navigation
  • Wireframing and prototyping interactions
  • Usability testing and iteration
  • Overall experience of using product

UI Design focuses on:

  • Visual design – colours, typography, imagery
  • Interface elements – buttons, forms, controls
  • Visual hierarchy and layout
  • Brand consistency and design systems
  • Aesthetic appeal and visual polish

Analogy: UX is the blueprint and structural design of a house (does it flow well, are rooms in right places?). UI is the interior design and decoration (does it look good, feel inviting?).

In practice:

  • Many designers do both UX and UI work, especially in smaller organisations
  • Larger organisations sometimes separate roles – UX designers focus on research and flows, UI designers on visual polish
  • “UX/UI Designer” job titles often mean doing both
  • UX can exist without polished UI (wireframes work fine for testing). Beautiful UI doesn’t save poor UX.

Both matter. Products need to work well (UX) and look good (UI). Best designers understand both but may specialise in one area.

Building portfolio without product role is challenging but achievable:

For Product Management portfolios:

  • Product teardowns: Analyse products you use. What problem do they solve? Who are users? What would you improve? Document your analysis showing strategic thinking.
  • Case studies: Create hypothetical product strategies for real companies or problems. Show your thinking process, research, prioritisation, roadmap.
  • Side projects: Build something simple – even just planning without building. Document product decisions, user research, prioritisation rationale.
  • Competitive analysis: Compare competing products, identify gaps, propose strategic direction.

For UX portfolios:

  • Redesigns: Redesign apps or websites you use. Show before/after, explain decisions, demonstrate design process.
  • Concept projects: Design solutions for problems you observe. Document research, ideation, prototyping, testing.
  • Pro bono work: Offer free UX work to charities or local businesses. Real projects with constraints are more valuable than concept work.
  • Daily UI challenges: Practice designing interfaces. Not portfolio pieces alone but builds skills and demonstrates commitment.

What makes portfolios strong:

  • Show thinking and process, not just final outputs
  • Explain decisions and trade-offs
  • Include research or user insights
  • Demonstrate iteration and learning
  • Keep it focused – 3-4 strong projects better than 10 weak ones

Yes, though success varies by organisation and seniority:

Remote works well for:

  • Experienced product managers with established stakeholder relationships
  • Organisations with strong remote culture and processes
  • Product work that’s more execution-focused than highly collaborative
  • Teams already distributed or remote

Remote is harder for:

  • Junior product managers who benefit from mentoring and learning by observation
  • Highly political organisations where in-person relationships matter
  • Roles requiring significant stakeholder influence and relationship building
  • New product managers joining organisation without established credibility

Hybrid often works best: Remote for focused work like roadmapping, documentation, analysis. In-person for workshops, key stakeholder meetings, team building, discovery work.

Product management is collaboration-heavy. Digital tools enable remote collaboration, but some organisations believe product work benefits from in-person interaction. This varies significantly by company culture.

Many product managers now work fully remote successfully. But it requires deliberate effort to build relationships, influence stakeholders, and maintain connection to users and teams.

This is false choice – good product work balances both:

User needs matter because:

  • Products succeed when they solve real problems for users
  • Users won’t use products that don’t meet their needs, regardless of business goals
  • Long-term business success requires satisfied users

Business goals matter because:

  • Products must be commercially viable
  • Organisations need revenue and growth to survive
  • Limited resources require prioritisation aligned to business priorities

The art of product work is finding intersection:

  • Solutions that meet user needs AND business goals
  • Understanding when to prioritise one over other in specific situations
  • Creating business models that align user and business value
  • Being honest when user needs conflict with business goals

Pure user advocacy without business reality leads to products that delight users but don’t make money. Pure business focus without user needs creates products nobody wants. Great product managers navigate tension between both, finding solutions that work for users and business.

When user needs and business goals conflict, best product managers are honest about trade-offs rather than pretending conflict doesn’t exist. Sometimes you serve business goals first. Sometimes user needs take priority. Good product thinking acknowledges both rather than defaulting to one.

This is classic catch-22 of product work. Here’s how to demonstrate product capability without product title:

Show product thinking in current role:

  • If you’re developer, discuss why features matter to users, not just how they work
  • If you’re in customer service, document patterns in user problems and propose solutions
  • If you’re project manager, focus on outcomes delivered versus tasks completed
  • Demonstrate you think about problems, not just solutions

Build portfolio showing capability:

  • Product teardowns showing analytical thinking
  • Strategy proposals for products you use
  • UX work showing user-centered thinking
  • Any evidence of understanding users, making prioritisation decisions, strategic thinking

Contribute to product discussions:

  • Share product thinking on LinkedIn
  • Engage in product communities
  • Write about product topics
  • Build credibility through demonstrated thinking

Leverage transferable experience:

  • Customer service teaches user empathy
  • Project management teaches delivery and stakeholder management
  • Sales teaches understanding customer problems
  • Design teaches user-centered thinking
  • Frame experience in product language

Start with adjacent roles:

  • Product Coordinator or Product Operations
  • Associate Product Manager programs
  • Product Owner in Agile environment
  • Business Analyst with product exposure

Nobody starts with product experience. Everyone’s first product role requires someone taking chance on them. Make that easier by demonstrating product thinking through whatever opportunities you have.

More Info

What is Product Work?

Product work encompasses several related disciplines that all focus on creating digital products and services that solve real problems for users while meeting business objectives.

Product managers own the vision and strategy for products. They decide what gets built, prioritise features, work with stakeholders to define requirements, and coordinate teams to deliver products that users want and businesses need. Product owners do similar work in Agile environments, managing backlogs, writing user stories, and working closely with development teams.

UX designers focus on how products work – the flows, interactions, and interfaces that make products usable and effective. They research user needs, design solutions, create prototypes, and test designs with users. The goal is products that people can actually use without frustration or confusion.

Customer experience (CX) professionals look at the entire journey customers have with an organisation – not just individual products but the full experience across touchpoints. They map customer journeys, identify pain points, and design improvements that make the overall experience better.

Business analysts bridge business stakeholders and technical teams. They gather requirements, document processes, analyse business problems, and help ensure what gets built actually solves the problems organisations face. BAs translate business needs into specifications that development teams can work with.

Service designers take a holistic view of services – both digital and physical touchpoints. They design end-to-end service experiences, considering not just user interfaces but also operational processes, staff interactions, and organisational capabilities needed to deliver services effectively.

These roles overlap significantly. Product managers need to understand UX. UX designers need to understand business requirements. BAs need to understand user needs. In smaller organisations, one person might do multiple roles. In larger organisations, roles are more specialised with clear boundaries.

What connects these disciplines is focus on users and outcomes rather than just features and technical implementation. They all involve understanding problems deeply, designing solutions thoughtfully, and working collaboratively with diverse stakeholders to deliver value.

Product work exists across every sector now. Technology companies pioneered these roles, but healthcare, financial services, retail, government, education, and manufacturing all need people who can design and manage digital products and services. Digital transformation means nearly every organisation needs product capabilities.

Product work requires combining user research, strategic thinking, design skills, and stakeholder management:

User Research & Understanding

User research methods: Conducting interviews, usability testing, surveys, observations. Understanding how to gather qualitative and quantitative insights about user needs and behaviour.

Creating research plans: Defining research questions, choosing appropriate methods, recruiting participants, structuring research to get useful insights.

Synthesising research: Taking raw research data and finding patterns, themes, and insights. Creating personas, journey maps, and other artifacts that communicate user understanding.

Continuous discovery: Ongoing conversation with users rather than one-off research projects. Building habits of regularly talking to users and learning from data.

Product Strategy & Vision

Product vision: Defining what the product should become. Creating compelling vision that aligns stakeholders and guides decisions.

Strategy development: Setting product direction, identifying market opportunities, defining competitive positioning, making build vs buy decisions.

Roadmapping: Planning what to build when, balancing short-term needs with long-term vision, communicating plans to stakeholders.

Prioritisation: Deciding what features to build next. Using frameworks like RICE, value vs effort, or weighted scoring. Making trade-offs between competing priorities.

Business case development: Articulating why something should be built, expected benefits, costs, and risks. Building compelling cases for investment.

Requirements & Specification

Requirements gathering: Discovering what stakeholders need through interviews, workshops, observation. Going beyond what people say they want to understand underlying needs.

User stories: Writing effective user stories that describe value from user perspective. Understanding acceptance criteria and definition of done.

Specification writing: Documenting requirements clearly enough for development teams to build. Balancing detail with flexibility.

Business process mapping: Understanding and documenting current state processes. Identifying improvement opportunities and designing future state processes.

UX & Interaction Design

Information architecture: Organising information and functionality logically. Creating structures that make sense to users.

User flows: Mapping how users move through products to accomplish tasks. Identifying friction points and optimising flows.

Wireframing and prototyping: Creating low and high-fidelity mockups of designs. Building interactive prototypes to test concepts with users.

Interaction design: Designing how interfaces respond to user actions. Creating intuitive interactions that feel natural.

Visual design basics: Understanding typography, colour, layout, hierarchy. You don’t need to be graphic designer, but understanding design principles helps.

Design systems: Understanding component libraries, design patterns, and consistency across products. Working within or contributing to design systems.

Usability & Testing

Usability testing: Testing designs with real users. Observing where people struggle, what confuses them, what works well.

A/B testing: Testing different versions of designs to see which performs better. Understanding statistical significance and interpreting results.

Analytics interpretation: Using quantitative data to understand how people use products. Identifying drop-off points, popular features, user behaviour patterns.

Accessibility: Designing for users with disabilities. Understanding WCAG standards, testing with assistive technologies, inclusive design principles.

Customer Journey & Service Design

Journey mapping: Mapping customer experiences across touchpoints over time. Identifying moments that matter and pain points.

Service blueprinting: Documenting entire service delivery including frontstage, backstage, and support processes.

Touchpoint design: Designing consistent experiences across channels – digital, physical, human interaction.

Omnichannel thinking: Understanding how experiences flow between channels. Designing for channel switching and continuity.

Stakeholder Management

Stakeholder identification and analysis: Understanding who has interest or influence in product. Managing different stakeholder needs and expectations.

Building consensus: Getting diverse stakeholders to agree on direction. Navigating politics and competing interests.

Executive communication: Presenting to senior leadership. Distilling complex topics into clear narratives that support decision-making.

Managing expectations: Setting realistic expectations about what can be delivered when. Saying no diplomatically when necessary.

Agile & Lean Methods

Agile product ownership: Working with Agile teams, managing backlogs, participating in ceremonies, adapting to sprint-based delivery.

Lean startup principles: Build-measure-learn cycles. MVP thinking. Validated learning rather than building everything upfront.

Hypothesis-driven development: Framing work as experiments with clear hypotheses. Learning from what works and doesn’t.

Tools You’ll Use

Design tools: Figma is most common now for UX work. Sketch, Adobe XD for design. Miro or Mural for workshops and collaboration.

Prototyping tools: Figma for interactive prototypes, Axure or Framer for more complex prototyping.

Product management tools: Jira for backlog management, Productboard or Aha! for roadmapping, Confluence for documentation.

Research tools: UserTesting, Lookback, or Maze for remote usability testing. Optimal Workshop for card sorting and tree testing. Survey tools like Typeform or Google Forms.

Analytics: Google Analytics, Mixpanel, Amplitude, or Heap for product analytics. Hotjar for heatmaps and session recordings.

Collaboration tools: Miro and Mural for virtual workshops. Slack or Teams for communication. Loom for async video updates.

Soft Skills

Empathy: Understanding users deeply – their frustrations, contexts, goals. Advocating for users in discussions where they’re not represented.

Communication: Explaining complex ideas clearly. Adapting communication style for different audiences. Writing clear specifications and documentation.

Facilitation: Running workshops, design sprints, stakeholder sessions. Creating environments where diverse perspectives contribute.

Influence without authority: Product people rarely have direct authority over developers, designers, or stakeholders. You succeed through influence, persuasion, and building trust.

Strategic thinking: Seeing beyond immediate features to understand bigger picture. Connecting product decisions to business strategy.

Comfort with ambiguity: Product problems are messy. Requirements evolve. You need to be comfortable making decisions with incomplete information.

Analytical thinking: Using data to inform decisions. Balancing quantitative metrics with qualitative insights.

Product careers offer multiple specialisation paths with opportunities to focus on strategy, design, or analysis:

Entry Level

Junior Product Manager / Associate Product Manager: Supporting product managers, gathering requirements, writing user stories, coordinating with development teams, maintaining product documentation. Learning product management fundamentals. Salary: Β£25,000 – Β£35,000.

Entry roles involve lots of coordination work, requirement gathering, and learning how products are built. You’ll support more senior product people while building skills.

Junior UX Designer: Creating wireframes and mockups, conducting basic usability testing, supporting senior designers, learning design tools and methods. Salary: Β£24,000 – Β£32,000.

Junior Business Analyst: Gathering requirements, documenting processes, supporting senior analysts, creating specifications for smaller features. Salary: Β£22,000 – Β£30,000.

Mid-Level

Product Manager: Owning product or feature area, defining roadmap, prioritising work, working with cross-functional teams to deliver products. Making strategic decisions about what to build. Salary: Β£40,000 – Β£60,000.

At this level you’re trusted to own product areas independently, make prioritisation decisions, and balance stakeholder needs with user needs and technical constraints.

Product Owner (Agile): Managing product backlog in Agile environment, writing user stories, accepting completed work, working closely with development teams. Salary: Β£35,000 – Β£55,000.

Product Owners are more tactical than strategic Product Managers, focused on sprint-level planning and working with development teams rather than long-term strategy.

UX Designer: Independently designing user experiences, conducting research, creating prototypes, testing with users, working with developers on implementation. Salary: Β£32,000 – Β£50,000.

Business Analyst: Analysing business problems, gathering and documenting requirements, facilitating workshops, creating business cases, supporting project delivery. Salary: Β£30,000 – Β£45,000.

CX Designer / Customer Experience Manager: Mapping customer journeys, identifying pain points, designing improvements across touchpoints, measuring customer satisfaction. Salary: Β£32,000 – Β£48,000.

Senior & Specialist Roles

Senior Product Manager: Leading product strategy for major product areas, managing other product managers, influencing company direction, working closely with executives. Salary: Β£55,000 – Β£80,000.

Lead Product Manager / Principal Product Manager: Setting product vision and strategy across multiple products, defining product standards, mentoring product managers. Salary: Β£65,000 – Β£90,000+.

Senior UX Designer / Lead UX Designer: Leading design for complex products, mentoring junior designers, influencing design strategy, establishing design standards. Salary: Β£45,000 – Β£70,000.

UX Research Lead: Leading research function, defining research strategy, conducting complex research studies, building research practice. Salary: Β£50,000 – Β£75,000.

Senior Business Analyst: Leading requirements for complex projects, mentoring junior analysts, defining BA standards and methods. Salary: Β£45,000 – Β£65,000.

Service Designer: Designing end-to-end services across digital and physical touchpoints, working across organisational boundaries, strategic service design. Salary: Β£40,000 – Β£65,000.

Leadership Roles

Head of Product / VP Product: Leading product function, setting product strategy, building and managing product teams, reporting to executives. Salary: Β£75,000 – Β£120,000+.

Chief Product Officer (CPO): Executive responsibility for all products, product strategy aligned to business strategy, board-level reporting. Salary: Β£100,000 – Β£180,000+.

Head of Design / Design Director: Leading design function, defining design vision, building design teams, influencing company direction through design. Salary: Β£70,000 – Β£110,000+.

Head of Customer Experience: Leading CX strategy across organisation, measuring and improving customer satisfaction, building CX capability. Salary: Β£65,000 – Β£95,000+.

Specialisation Paths

Technical Product Manager: Product management for highly technical products, working closely with engineering on architecture and technical decisions. Requires stronger technical background.

Growth Product Manager: Focus on user acquisition, activation, retention, monetisation. Data-driven product work optimising growth metrics.

Platform Product Manager: Managing internal platforms and tools used by other teams. Focus on developer experience and internal users.

UX Researcher: Specialising in user research rather than design. Planning and conducting research studies, synthesising insights, building research practice.

Content Designer / UX Writer: Focusing on words in products – microcopy, error messages, onboarding, help content. Making products clearer through better writing.

Adjacent Paths

Product skills open doors to consulting (advising organisations on product strategy), startups (founding or joining early-stage companies), venture capital (evaluating investment opportunities), or executive leadership beyond product function.

Product roles suit people who enjoy understanding users, solving problems strategically, and coordinating diverse stakeholders to create valuable outcomes.

What Actually Matters

Genuine curiosity about users: Product work starts with understanding people – what they need, how they work, what frustrates them. If you’re naturally curious about why people do what they do, product work is engaging.

Strategic thinking: Seeing beyond immediate features to understand bigger picture. Connecting product decisions to business goals and user needs.

Comfort with ambiguity: Product problems are messy. You rarely have perfect information. You need to be comfortable making decisions with uncertainty and adapting as you learn.

Collaborative nature: Product work is inherently collaborative – working with designers, developers, stakeholders, users. If you enjoy bringing diverse perspectives together, you’ll find this rewarding.

Communication skills: Much of product work involves communication – gathering requirements, presenting strategy, writing specifications, facilitating workshops. Clear communication is essential.

Analytical and creative: Good product work balances data with intuition, analysis with creativity. You need both quantitative thinking and creative problem-solving.

Common Backgrounds

Software developers: Technical people moving into product roles bring understanding of what’s technically feasible and credibility with engineering teams. They add user focus and strategic thinking.

Designers: UX designers moving into product management bring deep user understanding and design thinking. They add business strategy and stakeholder management.

Business analysts: BAs moving into product roles bring requirements skills and stakeholder management. They add more strategic focus and product ownership.

Project managers: PMs transitioning to product roles bring coordination skills and ability to get things done. They shift from delivery focus to outcome focus.

Domain experts: People with deep expertise in particular industries (healthcare, finance, education) moving into product roles for that domain. They bring invaluable context and credibility.

Complete career changers: People from teaching, psychology, research, customer service, or other fields who bring fresh perspectives, empathy skills, and transferable capabilities.

Who Succeeds in Product Work

People who genuinely care about users and solving their problems. Those who can balance competing interests – user needs, business goals, technical constraints. Individuals comfortable influencing without authority. People who communicate clearly and build trust across diverse stakeholders.

Age and background don’t matter. Product work values maturity, business context, and life experience. Many successful product people came to the field mid-career and bring valuable perspective from other domains.

You don’t need technical background for most product roles. Understanding technology helps, but product work is fundamentally about understanding problems and designing solutions – technical implementation comes from engineering teams.

What Makes This Work Challenging

Influence without authority: Product people rarely have direct authority over teams building products. You succeed through influence, which can be frustrating when people don’t follow your direction.

Saying no constantly: Most product work involves saying no – to stakeholder requests, feature ideas, scope creep. Disappointing people diplomatically is emotionally draining.

Ambiguous problems: Product problems are rarely clear-cut. You make decisions with incomplete information and deal with constantly changing contexts.

Competing priorities: Stakeholders want different things. Users want different things. Engineering has constraints. Business has pressures. Navigating competing priorities is constant.

Slow feedback loops: Unlike coding where you see results immediately, product decisions take time to validate. You might wait months to know if strategy was right.

What Makes This Work Rewarding

Creating impact: Seeing products you shaped being used by real people solving real problems. The impact is tangible and meaningful.

Intellectual challenge: Product work is intellectually engaging – understanding complex problems, designing solutions, making strategic trade-offs.

Variety: Product work touches everything – strategy, design, data, technology, business, users. Most days involve diverse activities.

Learning continuously: Understanding users, industries, technologies, business models. Product work provides constant learning.

Seeing whole picture: Unlike specialists who focus on one area, product people see how everything connects – strategy to execution, user needs to business goals.

If You’re Completely New

Product work is accessible without technical background, though the path depends on which area interests you most:

For Product Management:

Start learning product fundamentals:

  • Read foundational books – “Inspired” by Marty Cagan, “The Lean Startup” by Eric Ries, “Escaping the Build Trap” by Melissa Perri
  • Follow product leaders – Marty Cagan, Teresa Torres, Melissa Perri, Gibson Biddle on LinkedIn or blogs
  • Understand Agile and how product teams work
  • Learn about user research, roadmapping, prioritisation frameworks

Take free courses:

  • Product School offers free product management courses
  • Udemy and Coursera have product management specialisations
  • Reforge for more advanced product growth topics (paid but valuable)

For UX Design:

Learn design fundamentals:

  • Take free UX courses – Google UX Design Certificate, Coursera UX specialisations, UX Design Institute free resources
  • Learn Figma – free tool with excellent tutorials
  • Study good design – analyse apps and websites you use, understand what makes them work
  • Learn basic user research methods – interviewing, usability testing

Practice design:

  • Redesign apps you use – what would you improve and why?
  • Do daily UI challenges to practice design skills
  • Critique designs thoughtfully – develop eye for what works and doesn’t

For Business Analysis:

Develop analytical skills:

  • Learn requirements gathering techniques
  • Practice process mapping and documentation
  • Understand different requirement types and how to capture them
  • Learn business analysis frameworks – BCS, IIBA resources

Build a Product Portfolio

Product employers want to see how you think and work:

Case studies: Document your thinking about products:

  • Analyse products you use – what problems do they solve, who are users, what would you improve?
  • Write product teardowns showing analytical thinking
  • Create hypothetical product strategies or roadmaps
  • Document how you’d approach product problems

For UX portfolios:

  • Create redesigns of existing products with clear rationale
  • Document design process – research, ideation, iteration, testing
  • Show thinking, not just pretty pictures – explain decisions
  • Include some pro bono work for charities or local businesses

For BA portfolios:

  • Document requirements gathering exercises
  • Create process maps for familiar processes
  • Write clear specifications showing communication skills
  • Analyse business problems and propose solutions

Gain Practical Experience

Product experience is challenging to get without product role, but there are ways:

Internal opportunities: If your current organisation has product teams:

  • Volunteer to help with user research
  • Offer to document requirements or user stories
  • Shadow product managers or designers
  • Participate in design critiques or planning sessions

Side projects:

  • Build something simple – website, app, service – and document product thinking
  • Join startups or small projects needing product help
  • Offer pro bono product work to charities

Transition from adjacent roles:

  • Project managers can emphasise outcome thinking over delivery focus
  • Developers can focus on user problems and product direction
  • Customer service roles provide user insight – emphasise understanding user needs

Develop Complementary Skills

Learn some technical basics: You don’t need to code, but understanding:

  • How web and mobile apps work generally
  • What’s technically easy versus hard
  • Basic technical terminology
  • How development teams work

Data and analytics:

  • Learn Google Analytics basics
  • Understand key product metrics – activation, retention, engagement
  • Practice using data to inform decisions

Business fundamentals:

  • Understand how businesses make money
  • Learn about business models and unit economics
  • Develop commercial awareness

Structured Training Routes

Apprenticeships: Product management, UX, and business analysis apprenticeships provide structured learning while working in real product roles. Duration: 15-18 months. Government-funded for qualifying employers.

Apprenticeships suit people transitioning from other roles or entering the field. You’ll work with experienced product professionals while building skills systematically.

Bootcamps: UX bootcamps and product management courses teach practical skills intensively. Some are government-funded. Duration: 8-16 weeks.

University degrees: Degrees in UX, design, or business analysis provide theoretical foundation. Not essential – many successful product people don’t have specific degrees.

Certifications: Product Management certifications (Pragmatic Marketing, Product School), PSPO (Professional Scrum Product Owner), or BA certifications (BCS, IIBA) provide credibility but aren’t essential.

Getting Your First Product Role

Entry-level product roles are competitive:

Target smaller organisations: Startups and scale-ups hire junior product people more readily than large corporates. You’ll learn quickly through broad exposure.

Consider adjacent roles: Product Coordinator, Product Operations, UX Researcher, Junior BA – these provide exposure to product work and pathways to core product roles.

Leverage domain expertise: If you have healthcare, finance, retail, or other domain experience, target product roles in that sector. Domain knowledge is valuable.

Transition from current role: Project Managers, BAs, Customer Service – emphasise transferable skills and show product thinking.

Network: Join product communities – Product Tank, Mind the Product, local UX groups. Engage with product professionals. Many roles are filled through connections.

Show product thinking: In interviews, demonstrate how you think about products – prioritisation, user needs, trade-offs. Your thinking matters more than experience for junior roles.

Our Training Options

The Coders Guild offers product management, UX, and business analysis apprenticeships covering user research, product strategy, design methods, and stakeholder management. Training is practical, includes real product work, and is taught by experienced product professionals.

Government funding is available for apprenticeships and qualifying programmes. Browse our product courses below or get in touch to discuss which route might work for you.

Typical Salary Ranges (UK)

Junior Product Manager / Associate PM: Β£25,000 – Β£35,000 for entry-level product roles supporting more senior product managers.

Product Manager: Β£40,000 – Β£60,000 for mid-level product managers owning product areas independently.

Senior Product Manager: Β£55,000 – Β£80,000 for experienced PMs leading product strategy and mentoring others.

Lead/Principal Product Manager: Β£65,000 – Β£90,000+ for product leaders setting strategy across multiple products.

Product Owner (Agile): Β£35,000 – Β£55,000 for POs working with Agile teams. Generally slightly less than equivalent Product Manager roles.

Junior UX Designer: Β£24,000 – Β£32,000 for entry-level design roles.

UX Designer: Β£32,000 – Β£50,000 for mid-level designers independently creating user experiences.

Senior/Lead UX Designer: Β£45,000 – Β£70,000 for experienced designers leading complex projects and mentoring others.

UX Researcher: Β£35,000 – Β£60,000 depending on experience. Research specialists often paid similarly to designers.

Junior Business Analyst: Β£22,000 – Β£30,000 for entry-level BA roles.

Business Analyst: Β£30,000 – Β£45,000 for mid-level BAs independently managing requirements.

Senior Business Analyst: Β£45,000 – Β£65,000 for experienced BAs leading complex projects.

Head of Product / VP Product: Β£75,000 – Β£120,000+ for product leadership roles.

Head of Design: Β£70,000 – Β£110,000+ for design leadership.

Salaries vary significantly by sector and company type. Technology companies and startups often pay more than traditional industries. London pays 20-30% more than other regions. Scale-ups and tech companies often include equity alongside salary.

Market Demand

Product roles continue experiencing strong demand as organisations recognise importance of product thinking:

Product Managers: High demand, particularly for people with combination of technical understanding and business acumen. Competition for junior roles but strong demand for experienced PMs.

UX Designers: Steady demand across organisations of all sizes. Entry-level roles competitive but experienced designers remain sought after.

Product Owners: Consistent demand in Agile organisations. Often easier entry point than Product Manager roles.

Business Analysts: Strong demand, especially in financial services, consulting, and government. BA skills transfer well across sectors.

UX Researchers: Growing demand as organisations invest more in research. Research specialists less common than designers so less competition.

Industries Hiring Product Professionals

  • Technology and software: Heaviest users of product roles across PM, UX, and research
  • Financial services: Banks, insurance, fintech hiring product managers and designers for digital products
  • E-commerce and retail: Product and UX roles for digital experiences and platforms
  • Healthcare: Digital health products, patient portals, clinical systems requiring product and UX capability
  • Government and public sector: Digital services, citizen-facing products – GOV.UK set high standards for public sector digital
  • Consulting firms: Product and UX consultants helping clients with digital transformation
  • Media and entertainment: Digital products, content platforms, streaming services
  • Education technology: Learning platforms and educational products

Remote Working & Flexibility

Product work adapted well to remote during COVID and many roles remain remote or hybrid:

Remote-friendly aspects: Much product work – research synthesis, roadmapping, specification writing, design work – can be done remotely. Digital collaboration tools work well.

Challenges of remote: Collaborative workshops, user research, stakeholder relationship building can be harder remotely. Some organisations prefer product people in-person for better collaboration.

Hybrid common: Many organisations now offer hybrid – remote most days with occasional in-person for workshops, planning, or stakeholder meetings.

Junior roles sometimes benefit from more in-person time for mentoring and learning. Experienced product people work effectively remotely.

Contracting & Consulting

Product contracting and consulting is common at senior levels:

Contract Product Managers: Β£400-Β£700 per day depending on experience and specialisation.

Contract UX Designers: Β£300-Β£550 per day for design work on specific projects.

Product consultants: Β£500-Β£900+ per day for experienced consultants advising on product strategy and transformation.

Interim product leadership: Β£600-Β£1000+ per day for interim Head of Product or similar leadership roles.

Contracting typically requires several years of permanent experience first. Clients want proven track record and often specific domain expertise.

Career Progression & Earning Potential

Product careers offer strong progression for people who develop both strategic thinking and execution skills:

Depth in domain: Becoming expert in particular industry (fintech, healthcare, B2B SaaS) increases value and compensation.

Technical product management: Product managers with technical background or who develop strong technical skills often earn more.

Leadership progression: Moving into management – leading product teams, setting product strategy – significantly increases compensation.

Startup equity: Joining early-stage startups as product leader can provide significant upside through equity if company succeeds.

Senior product leaders with combination of strategic thinking, delivery track record, and leadership skills can reach six-figure salaries. CPO roles at scale-ups and larger companies offer Β£150,000+ plus equity.

Latest From the Journal

Latest From the Journal
A person at a desk with a notebook of handwritten notes open beside a laptop

AI Tools for Business Leaders: What to Buy and What to Build

Most lists of AI tools are out of date by the time you read them. Five categories that hold up,
Three colleagues gathered around a monitor in an office, discussing what is on screen

ChatGPT Training for Businesses: Six Workflows Worth the Effort

Most teams have ChatGPT accounts and get very little out of them. Six workflows worth training people on, in the
Two colleagues at a desk in an office, one pointing at a laptop screen while the other types

AI Apprenticeships Explained: What They Actually Do for a Business

Most employers do not arrive asking about the Level 4 AI and Automation apprenticeship. They arrive asking how to get
Three casually dressed colleagues collaborating around a computer monitor in a small, slightly cluttered office. A man in a blue t-shirt points at the screen, a woman in a navy hoodie speaks, and a man in a patterned shirt listens with his arms crossed. The workspace feels natural and unposed, with a wooden desk, a coffee mug, sticky notes, and shelves of folders, lit by natural daylight from a nearby window.

AI for Product Managers: Skills Every Product Team Needs

AI for product managers is not a coding problem. It means managing systems that give a different answer every time.
A whiteboard drawing titled "FREE AI RESOURCES" in dark blue marker with a red underline. Below and to the left is a red circular stamp with a checkmark and text reading "verified Sept 2026". On the right, an open treasure chest doodle in dark blue is shown spilling out colorful icons, including a book, a video play button, speech bubbles, and a lightbulb. Hand-drawn dark blue and red arrows connect the title, stamp, and treasure chest, with scattered star doodles in both colors around them.

Best Free AI Courses, Tools and Platforms for Beginners (Updated Sept 2026)

AI is already changing how people work. Not in some future-tense, speculative way – right now, in offices and workshops

Coding on Claude: How Non-Technical People Can Master

Traditional boundaries between product management, strategy, and engineering are rapidly dissolving. Non-technical leaders, product managers, and founders no longer need

Got something to share with us?

Got something to share with us?

If you’ve got an event, collaboration or success story we should know about – get in touch.

FREE AI WEBINARS

Get the invite to our next AI session

Two short, practical AI sessions a month. Free. Drop your email and we’ll send you the link, plus the recordings of the ones you’ve missed.

"*" indicates required fields

This field is for validation purposes and should be left unchanged.
The Coders Guild

Privacy Overview

This website uses cookies so that we can provide you with the best user experience possible. Cookie information is stored in your browser and performs functions such as recognising you when you return to our website and helping our team to understand which sections of the website you find most interesting and useful.