Getting in
Entry-Level AI Jobs
Breaking into AI in 2026 means picking one track - AI engineer, ML engineer, or data scientist - and going deep. Entry-level Software Engineer roles pay a median of $143,500 per year, based on 18 live listings that disclose pay. The guide below covers which role to target, what it pays as you grow, and the skills to learn.
Updated 40 min ago · pay based on 18 disclosed USD listings.
Step 1: pick a track
AI Engineer
Start here if you like building productsWires existing models (GPT, Claude, Llama) into real features - RAG, agents, prompt chains. The role companies can't fill fast enough. Start here if you come from software engineering.
ML Engineer
Start here if you like systems at scaleDeploys, serves, and monitors models in production. Bridges data science and software engineering. Start here if you like infrastructure, pipelines, and reliability.
Data Scientist
Start here if you like finding answers in dataTurns data into decisions - experiments, statistics, predictive models. Start here if you come from analytics, research, or a quantitative degree.
Step 2: know what it pays
Entry-level pay for Software Engineer roles, and how it grows with seniority - from live listings that disclose salary.
| Level | Median | Range (25th-75th) | Listings |
|---|---|---|---|
| Senior | $213,750 | $192,500 - $243,750 | 272 |
| Staff / Principal | $287,600 | $248,750 - $378,875 | 248 |
| Entry / Junior | $143,500 | $136,250 - $172,438 | 18 |
Step 3: learn what employers ask for
The skills AI employers request most, ranked across 47,924 live listings. Pick the ones that fit your track.
- Python12,768
- Machine Learning11,010
- Agentic AI10,093
- LLMs7,748
- GPU5,611
- AWS5,085
- Robotics4,763
- GCP4,516
- Kubernetes4,365
- C++4,281
- CI/CD4,127
- Distributed Systems3,947
What actually gets you in
- Specialize, don't generalize. "Python, TensorFlow, and ML" is no longer enough - pick one of the tracks above and go deep.
- Ship, don't just study. Employers reward people who deploy models and connect them to users, not notebooks. Build one project end to end.
- Target the right roles. Read the job description: an applied-engineering role and a research role want very different resumes.
Browse live entry-level roles
- Entry / Junior992 open
- Intern837 open
About this data
- How do I get an entry-level AI job with no experience?
- Breaking into AI in 2026 means picking one track - AI engineer, ML engineer, or data scientist - and going deep. Entry-level Software Engineer roles pay a median of $143,500 per year, based on 18 live listings that disclose pay. The guide below covers which role to target, what it pays as you grow, and the skills to learn.
- Which AI role should I start with?
- If you come from software engineering, AI engineer (building products on existing models) is the fastest-growing entry point. From infrastructure, ML engineer. From analytics or a quantitative degree, data scientist. Match the track to your background rather than chasing the highest-paid title.
- What skills do entry-level AI roles need?
- Python is table stakes. Beyond that, specialize: LLM integration, RAG, and prompt engineering for AI engineering; deployment, Docker, and MLOps for ML engineering; statistics and experimentation for data science. The skills list below is ranked by how many live AI listings request each one.