AI Career Pathfinder

Eight paths. One built for you.

We've ranked each path against your CV and goals. AI Solutions Architect is your top-fit, but you have real optionality — open any card to compare.

Other strong paths for you

Ranked by fit

AI Engineer

Build, ship and maintain AI-powered features — chatbots, RAG apps, agents, embedded LLMs.

Fit88%
Timeline
10–14 wk
Salary UK
£70–110k
Demand
Very high
Missing
2 skills
Python ✓ LLM APIs ✓ LangGraph Eval

ML Engineer

Productionise ML models — training pipelines, distributed compute, deployment, monitoring at scale.

Fit76%
Timeline
16–20 wk
Salary UK
£90–140k
Demand
High
Missing
4 skills
PyTorch ✓ DDP / FSDP Kubeflow Model registry

GenAI Engineer

Specialist in LLMs, agents, RAG, fine-tuning and evaluation — the role hiring fastest in 2025–26.

Fit82%
Timeline
12 wk
Salary UK
£95–160k
Demand
Surging
Missing
3 skills
RAG ✓ LLM APIs ✓ Agents Fine-tuning Eval

Data Scientist

Bridge analytics and ML — frame business questions, run experiments, build predictive models.

Fit71%
Timeline
14 wk
Salary UK
£65–110k
Demand
High
Missing
3 skills
Python ✓ Stats ✓ Causal inf. A/B testing

MLOps Engineer

Own model lifecycle — CI/CD, registries, drift detection, observability and rollback.

Fit68%
Timeline
12–16 wk
Salary UK
£80–130k
Demand
High
Missing
5 skills
Cloud ✓ MLflow Kubeflow Drift

AI Product Manager

Drive AI product strategy — define metrics, scope features, balance model behaviour vs. UX.

Fit64%
Timeline
10–12 wk
Salary UK
£85–145k
Demand
High
Missing
4 skills
Comms ✓ Product ✓ AI metrics Eval design

AI Researcher

Push the boundary — novel architectures, fine-tuning regimes, evaluation methods.

Fit52%
Timeline
24+ wk
Salary UK
£110–220k
Demand
Selective
Missing
6 skills
Publications PhD-level math CUDA

Agent Engineer

Specialised in multi-agent orchestration, tool use, planning loops — the frontier 2026 role.

Fit78%
Timeline
10–14 wk
Salary UK
£100–170k
Demand
Surging
Missing
3 skills
LLM ✓ Planning Memory Tool use
Live market data

Salary by path — UK, 2026

Sources: LinkedIn, Levels.fyi, Otta, AIcareers Index · refreshed weekly.

AI Solutions Architect £60k £85k – £140k £220k
GenAI Engineer £60k £95k – £160k £220k
ML Engineer £60k £90k – £140k £220k
AI Engineer £60k £70k – £110k £220k
Data Scientist £60k £65k – £110k £220k
AI Researcher £60k £110k – £220k £350k