Skill Gap Analysis for Data Scientists.
Analyzes complex datasets to extract insights, build predictive models, and drive data-informed decision making. Combines statistical analysis, machine learning, and domain expertise to solve business problems.
Short answer: Skilture's Data Scientist profile lists 29 skills, 7 of them core: Python, Machine Learning, Statistical Analysis, SQL, Pandas and 2 more.
Source: Skilture's Data Scientist role profile · Updated
- Median salary
- $120,230/yr
- Typical range
- $67,240 – $199,13010th–90th percentile
- Core must-haves
- 7 of 29
Source: O*NET OnLine (BLS Occupational Employment and Wage Statistics) (SOC 15-2051.00, 2025) · US market data — India-specific salary data coming soon.
The 29 skills employers expect from Data Scientists
Weighted by how often they appear in real Data Scientist job descriptions. Tap any skill to see why it matters.
Core skills
Non-negotiable — most job postings require theseImportant skills
Frequently requested and strongly weighted in screeningNice-to-have skills
Differentiators that push you ahead of similar candidatesHow many of these do you actually have?
Tick the skills you can honestly claim
Your quick readiness estimate
Select the skills you have for Data Scientist and watch your estimate update live.
Runs entirely in your browser — nothing is saved.
Why assess your Data Scientist skills?
The market moves fast. Don't rely on generic advice.
Identify Hidden Gaps
You might know the basics, but do you know the specific libraries and tools top Data Scientist teams use today?
Avoid Auto-Rejection
ATS bots reject resumes that miss critical keywords. We tell you exactly which ones you're missing.
Fast-Track Growth
Don't waste time learning random things. Focus on the high-impact skills that increase your hireability.
Deciding between Data Scientist and something else?
See how the two roles differ, skill by skill.
Explore related roles
Data Scientist skill gap: common questions
- What skills do employers look for in a Data Scientist?
- The core skills employers expect from Data Scientist candidates are Python, Machine Learning, Statistical Analysis, SQL, Pandas, NumPy, Matplotlib. Skilture tracks 29 competencies for this role, each marked core, important or optional.
- How do I know if my skills are enough for a Data Scientist job?
- Upload your resume (or enter your skills) at Skilture and pick "Data Scientist" as your target role. In about 60 seconds you get a Skill Score out of 100, the exact skills you're missing, and a checklist to close the gaps — no signup required.
- Is the Data Scientist skill gap analysis free?
- Yes. Skilture's Skill Score and gap analysis are completely free for job seekers, work without creating an account. Your resume is read on our servers only to score it, and it is never sold or shared with recruiters.