What skills do employers look for in a Machine Learning Engineer?

The core skills employers expect from Machine Learning Engineer candidates are Python, Machine Learning, TensorFlow, PyTorch, Data Preprocessing, AWS, Git. Skilture tracks 28 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 Machine Learning Engineer job?

Upload your resume (or enter your skills) at Skilture and pick "Machine Learning Engineer" 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 Machine Learning Engineer 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 Machine Learning Engineer Assessment

Skill Gap Analysis for
Machine Learning Engineers.

Name: Skilture
Author: Skilture

Designs, builds, and deploys machine learning models and systems at scale. Bridges the gap between data science and software engineering to productionize AI/ML solutions.

Machine Learning Engineer resume keywords Machine Learning Engineer interview questions

Free · No signup · Results in 60 seconds

Machine Learning Engineer median salary — US market data

$135,980/yr

Typical range

$82,460 – $214,670

10th–90th percentile of reported earners

Source: O*NET OnLine (BLS Occupational Employment and Wage Statistics) (SOC 15-1252.00, 2025)

US market data — India-specific salary data coming soon.

The 28 skills employers expect from Machine Learning Engineers

Weighted by how often they appear in real Machine Learning Engineer 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 Machine Learning Engineer Skill Score, your exact gaps, and what to learn first — every missing skill comes with a free learning path (NPTEL, freeCodeCamp, official docs).