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, weighted by how often they appear in real job descriptions.

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 an AI 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, and your resume is processed locally — it is never stored or shared.

Free Data Scientist Assessment

Skill Gap Analysis for
Data Scientists.

Name: Skilture
Author: Skilture

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.

Data Scientist resume keywords Data Scientist interview questions

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Data Scientist median salary — US market data

$120,230/yr

Typical range

$67,240 – $199,130

10th–90th percentile of reported earners

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 these

Important skills

Frequently requested and strongly weighted in screening

Nice-to-have skills

Differentiators that push you ahead of similar candidates

How many of these do you actually have?

Stop guessing. Upload your resume and see your Data Scientist Skill Score, your exact gaps, and what to learn first — every missing skill comes with a free learning path (NPTEL, freeCodeCamp, official docs).