★★★★★
"My ATS score jumped from 52 to 91 after one scan. The missing keywords list told me exactly what was wrong. Got two recruiter calls the next week."
Free · No signup · Zero ads
Land your AI / ML / Data Science job — without the chaos.
Scan your resume for ATS score, get role-specific interview tips, generate cold emails that actually get replies, and learn from the best free resources on the internet.
Question of the day
🔥 0-day streak
Walk me through how a transformer generates a single token.
What's inside
Everything you need to land an AI / ML / DS job
Seven free tools — no signup, no credit card, no ads. Built for AI, ML, and Data Science aspirants.
ATS Resume Scanner
Upload your resume. Score against a role or paste a job description for a tailored match — keywords, gaps, and concrete fixes.
100 Python Coding Questions
The most-asked FAANG Python interview problems (Blind 75 / NeetCode 150) — each with a worked Python solution you can reveal and copy.
Interview Tips
35+ curated tips across ML, Deep Learning, LLMs, Statistics, SQL, and behavioral rounds.
Cold Email & LinkedIn DM
Referral asks, recruiter replies, alumni outreach. Fill the slots, copy the message.
Curated YouTube + Courses
Stop scrolling YouTube. The best AI/ML channels and free courses, organized by topic.
Sample Resumes
3 ATS-friendly templates for fresher, mid-level ML engineer, and GenAI/LLM engineer.
Career Roadmap
Month-by-month learning plan for Data Scientist, ML Engineer, and AI Engineer paths.
Best AI/ML/DS Blogs
Hand-picked posts from Medium, Distill, Hugging Face, Netflix, Uber, and personal blogs worth reading.
50+ Free AI Tools
Hand-picked free AI tools — video gen, PDF, image, voice, code, presentations. Every link verified.
Free Courses + Certificates
Honest list of free AI / ML / DS / GenAI courses where you can earn a real certificate — IBM, Google, Hugging Face, freeCodeCamp & more.
SQL Interview Questions
The SQL asked in every data interview — joins, window functions, CTEs, cohort, retention, and funnel queries, each with a worked answer.
ML System Design
The round that decides senior offers — an 8-step framework plus worked case studies: recsys, ranking, fraud, search, RAG & more.
60+ Project Ideas
Beat "no projects" rejection. 60+ portfolio ideas across ML, NLP, CV, GenAI & MLOps — each with a dataset, stack, and standout tip.
Salary & Negotiation
2026 pay bands (India + US) by role and level, plus negotiation tactics and copy-paste email scripts that add 10–20% to an offer.
How it works
From first scan to offer letter — in 6 steps
A simple, repeatable flow to land your AI / ML / Data Science role. No signup, no payment, no lock-in.
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1
Scan your resume with the ATS scanner
Go to the ATS Scanner, pick a target role (Data Scientist, ML Engineer, GenAI / LLM Engineer, etc.) or paste a real job description. Upload your resume (PDF, DOCX, or TXT, up to 2.5 MB). You get an instant ATS score, section checks, matched + missing keywords, and concrete fixes.
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2
Fix gaps using the sample resumes
Open Sample Resumes to see ATS-friendly templates for fresher, ML engineer, and GenAI / LLM engineer roles. Copy the structure, action verbs, and quantified impact patterns into your own resume — then re-scan.
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3
Prep for interviews with curated tips
Head to Interview Tips for 35+ ML, Deep Learning, LLM, Stats, SQL, and behavioral questions. Practice the daily question on the home page every day to build a streak.
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4
Generate cold emails and LinkedIn DMs
Use the Cold Email Generator to write referral asks, recruiter replies, and alumni outreach. Fill in the slots — your name, role, the company, the recipient — copy the message, and send.
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5
Follow the career roadmap and keep learning
Open the Career Roadmap for a month-by-month plan, and the YouTube + Courses page for the best free learning resources. Bookmark the Blogs page and read one post a week.
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6
Re-scan before every application
Before each application, paste the JD into the ATS scanner and tailor your resume for that specific role. A 5-minute re-scan is the difference between the recruiter pile and the interview pile.
Loved by job seekers
Real results from real users
From "0 interview calls" to "offer in 6 weeks" — here's what people are saying about getjob4u.
★★★★★
4.8/5 average rating · 90+ users helped
★★★★★
"The JD-match mode is gold. I tailor my resume in 5 minutes per application instead of an hour. The cold email generator landed me three referrals."
★★★★★
"Free, no signup, no ads. Genuinely one of the best AI / ML job-search tools I've used. The interview tips list is better than most paid courses."
★★★★★
"The roadmap and YouTube list saved me weeks of decision fatigue. Followed the GenAI / LLM track and built two solid portfolio projects."
★★★★★
"I was applying to Data Scientist roles for 4 months with no calls. After fixing my resume with this scanner, I had 5 interviews and an offer in 6 weeks."
FAQ
Frequently asked questions
Quick answers about our free ATS scanner, AI resume optimizer, interview prep, and AI / ML / Data Science job-search toolkit.
What is an ATS resume scanner and how does getjob4u work?
An ATS (Applicant Tracking System) scanner checks your resume the way recruiter software does — looking for the right keywords, sections, contact info, action verbs, and formatting. getjob4u's free ATS scanner reads your PDF, DOCX, or TXT resume, scores it from 0–100 against a target role (Data Scientist, ML Engineer, GenAI / LLM Engineer, etc.) or any pasted job description, and gives you a list of missing keywords plus concrete suggestions to improve your score.
Is getjob4u really free? Are there any hidden fees?
Yes — getjob4u is 100% free, with no signup, no credit card, and no ads. The ATS scanner, cold email generator, interview tips, sample resumes, career roadmap, and curated learning resources are all completely free for AI, ML, and Data Science job seekers.
Which file formats and size does the resume scanner accept?
The ATS scanner accepts PDF, DOCX, and TXT resumes up to 2.5 MB. For best results, use a single-column, ATS-friendly layout (no images, text boxes, or tables) and export from Word or Google Docs as PDF.
How do I increase my ATS score for AI / ML / Data Science roles?
Three things move the needle fastest: (1) add the role-specific keywords the scanner flags as missing — e.g., Python, PyTorch, TensorFlow, MLOps, LLM, RAG, SQL, A/B testing; (2) start bullet points with strong action verbs and quantify impact (e.g., "Reduced inference latency by 38%"); (3) keep the resume to one page if you have under 5 years of experience, two pages otherwise. Re-scan after every change.
Can I scan my resume against a specific job description?
Yes. Switch to "Match a JD" mode on the ATS Scanner, paste the full job description (responsibilities, requirements, nice-to-haves), and upload your resume. You'll get a tailored match score, the exact keywords from that JD you're missing, and suggestions to align your resume with that specific role.
Is my resume data private? Where is it stored?
Your resume is processed in the server's memory to compute your score. We store the file and your score so the admin can review submissions and improve the tool, but there is no public listing, no third-party sharing, and no resale of data. You can email us via the feedback page to request deletion.
How is getjob4u different from paid resume builders like Resume Worded or Enhancv?
Paid tools focus on generic resumes for any industry. getjob4u is purpose-built for AI, Machine Learning, and Data Science job seekers — the keyword lists, role taxonomies, interview tips, sample resumes, and learning roadmaps are all curated for AI / ML / DS careers. And it's free.
Does getjob4u help with interview preparation?
Yes. The Interview Tips page has 35+ curated questions across Machine Learning, Deep Learning, LLMs, Statistics, SQL, Python, and behavioral rounds. The home page also shows a fresh "question of the day" every visit.
Can the cold email generator help me get referrals?
Yes — the Cold Email & LinkedIn DM Generator has templates for referral asks, recruiter replies, alumni outreach, and follow-ups. Fill in the slots (your name, company, role, recipient) and copy a ready-to-send message in seconds.
Bookmark these
Useful links for your AI / ML / DS journey
Hand-picked external resources every AI / Machine Learning / Data Science job seeker should have bookmarked — practice platforms, learning hubs, communities, newsletters, and job boards.
Practice & Mock Interviews
AI / ML Learning
Communities & Hubs
Newsletters Worth Reading
Where to Find Jobs
Know a resource we're missing? Suggest a link →
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