Low risk
The headline finding: AutoML handles routine modeling, but data scientists who can frame problems, design experiments, and translate findings into business action are more in demand than ever.
Tasks AI handles now
4
Tasks growing in value
3
Salary range
$120,000 - $190,000
Pay trend
rising
What AI can already do in this role
These are the data scientist tasks AI tools handle today with high reliability — they're the first to lose human hours.
- Exploratory data analysis on structured datasets
- Building standard ML models (regression, classification)
- Creating routine data visualizations
- Data cleaning and preprocessing
What's becoming more valuable
Where pay and demand are concentrating for data scientists — focus your time and skill-building here.
- Framing business problems as data problems
- Interpreting results for non-technical stakeholders
- Designing novel ML approaches for unique challenges
Score history
How AI displacement risk has moved for data scientists over the last six quarters. Risk is up 6 points — each quarterly review reflects new AI capability, adoption, and labor data.
| Quarter | Score | Δ vs Q1 2025 |
|---|---|---|
| Q1 2025 | 14 / 100 | +0 |
| Q3 2025 | 16 / 100 | +2 |
| Q1 2026 | 18 / 100 | +4 |
| Q2 2026 | 20 / 100 | +6 |
How industry shifts the score
A data scientist in a tech-forward firm faces different pressure than one in a regulated industry. These are the score adjustments per industry context — positive numbers mean higher displacement risk.
- Tech +5 points
- Finance +3 points
- Healthcare -3 points
- Government -8 points
Your defense plan
Three skills with the strongest ROI for data scientists in 2026. Each links to a deeper guide on building it.
- 1 LLM Fine-Tuning & Evaluation →
- 2 AI Strategy & Business Translation →
- 3 Advanced MLOps & Model Governance →
Other Technology roles
How adjacent roles in technology compare on AI displacement risk.
- 25 Software Engineer Low
- 30 DevOps Engineer Moderate
- 55 QA/Test Engineer High
- 65 IT Support Specialist High
- 45 Web Developer Moderate
- 35 UX Designer Moderate
Other low-risk roles
Roles that share data scientist's low risk band — different fields, similar AI exposure.
- 20 Cybersecurity Analyst Technology
- 18 Nurse (RN) Healthcare
- 22 Teacher (K-12) Education
- 22 Product Manager Project & Product Management
- 25 Software Engineer Technology
- 15 Physician Healthcare
Embed this score
Writing about data scientists and AI? Embed this page directly. Always reflects the latest scoring.
By embedding, you agree to keep MeritForge AI attribution intact.
Cite this
Otterson, J. (2026). Data Scientist (slug: data-scientist). AI Career Threat Index. MeritForge AI. https://www.meritforgeai.com/threat-index/data-scientist/
More citation formats and brand assets in the press kit.
About this score
The MeritForge AI Career Threat Index decomposes each role into tasks, maps current AI capability against those tasks, and weights against industry adoption rates and labor market data. Each role is reviewed quarterly. Full methodology with sources and limitations: how the score is calculated. Raw data and version history: dataset landing page · GitHub repository.