UK career paths compared: salary, skills and time to get there

49 in-demand UK roles with typical salary, the skills employers ask for, and a realistic route in from where you are now.

• AI Ethics Lead — typical salary £70k–£125k · about 1–3 years to reach · Ensure that AI systems are fair, transparent, safe and aligned with human values. A rapidly growing role driven by increasing regulation, public scrutiny and the genuine need for organisations to deploy AI responsibly.
• Azure Administrator — typical salary £55k–£110k · about 6–12 months to reach · Manage Microsoft Azure environments, focusing on UK public sector and large-scale enterprise ecosystems.
• Cisco Network Engineer — typical salary £50k–£95k · about 12–24 months to reach · Design and maintain the physical and virtual networking hardware that powers hybrid cloud + AI.
• Deep Learning Engineer — typical salary £85k–£160k · about 2–3 years to reach · Design, build and optimise the neural network architectures that power modern AI — from image recognition to large language models. A highly specialised and extremely well-compensated role at the core of AI research and product development.
• Cloud Engineer — typical salary £55k–£115k · about 6–18 months to reach · Design, build and manage cloud infrastructure on platforms like AWS, Azure and Google Cloud. Cloud Engineers are the backbone of modern technology — virtually every software product and AI system in the world runs on cloud infrastructure they build and maintain.
• Project Manager (Tech & Digital) — typical salary £45k–£85k · about 1–2 years to reach · Plan, coordinate and deliver technology and digital transformation projects on time and within budget.
• Software Engineer — typical salary £45k–£120k · about 1–2 years to reach · Design, build and maintain the software applications that power the modern world. Software Engineering remains the single largest source of high-paying tech jobs globally — a versatile, evergreen career with pathways into every industry and specialisation.
• UX Designer — typical salary £40k–£90k · about 6–12 months to reach · Design intuitive, accessible and delightful digital experiences that users love. UX Designers are in growing demand as companies recognise that great technology means nothing if people cannot use it — and as AI-powered interfaces create entirely new design challenges.
• Machine Learning Engineer — typical salary £70k–£140k · about 1–2 years to reach · Design, train and deploy machine learning models that power production systems — from recommendations and search to fraud detection and computer vision. ML Engineers turn experimental notebooks into reliable, scalable services used by millions.
• Product Manager — typical salary £55k–£130k · about 6–12 months to reach · Define what gets built, why it gets built and how success is measured. Product Managers are the strategic heart of every tech team — translating user needs and business goals into products that create real value.
• Data Engineer — typical salary £60k–£120k · about 1–2 years to reach · Build and maintain the data infrastructure, pipelines and architecture that organisations depend on to run analytics and AI. Data Engineering has overtaken Data Science in job posting volume and is now one of the most in-demand technical roles globally.
• PMP Certified Project Manager — typical salary £50k–£90k · about 6–12 months to reach · Lead large-scale infrastructure and digital transformation projects for UK government and private sectors.
• AI Product Manager — typical salary £65k–£130k · about 6–12 months to reach · Define the vision, strategy and roadmap for AI-powered products. AI PMs sit at the intersection of technology, business and user needs — translating what AI can do into products that people actually want to use.
• AI Research Scientist — typical salary £90k–£200k · about 3–6 years to reach · Push the boundaries of what AI can do by designing novel algorithms, architectures and training methods. The role responsible for the breakthroughs that power the entire AI industry — based at leading labs, universities and R&D teams.
• Penetration Tester (Ethical Hacker) — typical salary £55k–£110k · about 1–2 years to reach · Simulate real-world cyberattacks to identify vulnerabilities in UK organisations' systems, networks and applications before criminals do.
• Cybersecurity Analyst — typical salary £50k–£100k · about 6–18 months to reach · Protect UK organisations from digital threats and ensure regulatory compliance (GDPR/ISO27001).
• Incident Responder (DFIR) — typical salary £60k–£120k · about 2–4 years to reach · Lead the response when UK organisations are breached — contain, eradicate, perform forensic analysis and rebuild trust after ransomware and APT attacks.
• Data Analyst — typical salary £35k–£65k · about 6–18 months to reach · Transform raw data into clear, actionable insights for stakeholders using dashboards, reports, and basic statistical models.
• AI Agent Engineer — typical salary £85k–£170k · about 1–2 years to reach · Designs, builds and ships production-grade LLM agents that use tools, call APIs, and complete multi-step tasks autonomously.
• Digital Marketing Specialist — typical salary £30k–£60k · about 6–18 months to reach · Plan and execute online campaigns across search, social and email to acquire and retain customers.
• Renewable Energy Technician — typical salary £35k–£65k · about 6–12 months to reach · Install, maintain and optimise solar, wind and battery storage systems. With the global energy transition accelerating, renewable energy technicians are among the most in-demand trade professionals in the world.
• Business Analyst (Digital) — typical salary £40k–£75k · about 6–18 months to reach · Analyse business processes and requirements, then translate them into clear specifications for technical and operations teams in digital projects.
• Electrician (Qualified) — typical salary £28,000 - £45,000 · about 3-5 years (3-4 year apprenticeship + testing qualification) to reach · Install, test, and maintain electrical systems in homes, businesses, and industrial settings to UK wiring regulations.
• EV Charging Point Installer — typical salary £30,000 - £50,000 · about 4-6 years (must be qualified electrician first + EV training) to reach · Install electric vehicle charging stations for homes, businesses, and public locations with smart charging capabilities.
• Heat Pump Installer — typical salary £30,000 - £50,000 · about 3-5 years (2-3 years plumbing apprenticeship + specialist training) to reach · Install and maintain air source and ground source heat pumps in residential and commercial properties as the UK transitions away from gas boilers.
• Solar PV Installer (Qualified Electricians) — typical salary £26,000 - £45,000 · about 1-3 years (training 6-12 months + experience) to reach · Install and maintain solar panel systems on residential and commercial buildings, including battery storage integration.
• Retrofit Coordinator & Installer — typical salary £27,000 - £45,000 · about 6-18 months (training + certifications) to reach · Assess and improve home energy efficiency through insulation, ventilation, and heating upgrades to PAS 2035 standards.
• AI Engineer — typical salary £75k–£150k · about 1–2 years to reach · Design, build and deploy AI systems and machine learning models that power intelligent applications. AI Engineers are among the most sought-after professionals in the world right now, with demand far outstripping supply across every industry.
• Data Scientist — typical salary £55k–£110k · about 1–2 years to reach · Extract actionable insights from complex datasets using statistics, machine learning and storytelling. Data Scientists help organisations make smarter decisions and are in demand across every industry.
• DevOps Engineer — typical salary £60k–£115k · about 1–3 years to reach · Build and maintain the automation, tooling and platforms that allow software teams to ship code quickly, safely and reliably.
• Cloud Security Engineer — typical salary £70k–£130k · about 2–3 years to reach · Secure AWS, Azure and GCP environments at scale — IAM, network segmentation, encryption and compliance for UK enterprises moving to cloud-first.
• GRC Analyst (Governance, Risk & Compliance) — typical salary £45k–£85k · about 6–18 months to reach · Translate cyber risk into business language — manage ISO 27001, SOC 2, GDPR, DORA and NIS2 compliance programmes for UK and EU organisations.
• Security Architect — typical salary £90k–£160k · about 5–8 years to reach · Design enterprise-wide security strategy and reference architectures — from zero-trust networks to secure-by-design product platforms.
• AWS Solutions Architect — typical salary £65k–£130k · about 6–18 months to reach · Design and implement cost-effective, scalable systems on AWS. The gold standard for UK companies migrating to the cloud.
• MLOps Engineer — typical salary £70k–£130k · about 1–2 years to reach · Bridge the gap between data science and software engineering by deploying, monitoring and scaling machine learning models in production. As AI adoption accelerates, MLOps Engineers have become essential to every organisation running AI at scale.
• Gas Safe Heating Engineer — typical salary £35k–£60k · about 2–3 years to reach · Install and maintain boilers and heating systems in compliance with UK safety regulations.
• Plumber (Gas Safe Registered) — typical salary £28,000 - £50,000 · about 3-5 years (2-3 year apprenticeship + gas qualifications) to reach · Install and repair water, heating, and drainage systems. Gas Safe qualification allows work on boilers and gas appliances.
• Plumber and Heating Engineer (UK) — typical salary £28,000 - £50,000 · about 3–4 years (apprenticeship + gas quals) to reach · Install, repair and maintain plumbing and heating systems in homes and commercial buildings in line with UK regulations.
• HVAC and Refrigeration Engineer (UK) — typical salary £30,000 - £55,000 · about 2–4 years (diploma + experience) to reach · Install, maintain and repair heating, ventilation, air conditioning and refrigeration systems in commercial and industrial settings.
• Coded Welder & Fabricator — typical salary £28,000 - £55,000 · about 2-4 years (Level 2/3 diploma + experience + coded tests) to reach · Weld and fabricate metal components for nuclear, offshore wind, construction, and manufacturing using MIG, TIG, and MMA techniques.
• Wind Turbine Technician — typical salary £28,000 - £55,000 · about 1-3 years (GWO training + technical background + experience) to reach · Maintain and repair wind turbines on offshore and onshore wind farms, ensuring optimal performance and safety.
• Construction Plant Operator — typical salary £28,000 - £50,000 · about 6 months - 3 years (CPCS training + NVQ within 2 years) to reach · Operate heavy machinery including excavators, bulldozers, and loaders on construction sites and infrastructure projects.
• HGV Class 1 Driver — typical salary £32,000 - £50,000 · about 4-8 months (training + tests + probationary period) to reach · Drive 44-tonne articulated lorries transporting goods across the UK. Requires Class 1 (Cat C+E) licence and Driver CPC qualification.
• AI Agent Architect — typical salary £90k–£160k · about 1–3 years to reach · Design and build autonomous AI systems that can plan, reason, use tools and complete complex multi-step tasks without human intervention. One of the most exciting and highest-paying emerging roles of 2025–2026.
• AI Workflow Engineer — typical salary £55k–£110k · about 6–18 months to reach · Design, build and orchestrate AI-powered automation pipelines that connect LLMs, APIs, data sources and business tools into reliable production workflows.
• Multi-Agent Systems Engineer — typical salary £95k–£180k · about 2–3 years to reach · Architects systems where multiple specialised AI agents collaborate, hand off tasks, and coordinate via shared state and message protocols.
• Agentic AI Product Manager — typical salary £80k–£160k · about 1–2 years to reach · Owns product strategy, UX and roadmap for agent-powered applications — defining what agents should do, how users trust them, and how value is measured.
• Machine Learning Scientist — typical salary £80k–£180k · about 3–5 years to reach · Research and develop novel machine learning methods — designing new model architectures, improving algorithms, and pushing the boundaries of what models can do. ML Scientists publish, prototype, and partner with engineers to bring breakthroughs into production.
• Computer Vision Engineer — typical salary £75k–£145k · about 2–3 years to reach · Build AI systems that can see and understand the visual world — powering autonomous vehicles, medical imaging, robotics, drones and augmented reality. One of the most impactful and fastest-growing AI specialisations.