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.
How would you build a recommendation system for a brand-new product with no user data?
The AI news your next interviewer already knows about
Picked from today's real headlines and explained for what it means for your career — so you're never the one caught off guard.
A guide to opaque recurrence and other AI terms
An explanatory guide highlights technical AI terms like opaque recurrence for practitioners.
Why it mattershelps reinforce foundational ML terminology for technical interviews.
OpenBMB releases MiniCPM5-2B for on-device AI
OpenBMB launches MiniCPM5-2B, a 2.52 billion parameter dense model built to run on-device with broad benchmark performance.
The corporate web behind a multi-billion AI data center
A detailed look reveals the complex corporate agreements and infrastructure backing a massive AI data center project.
IFM releases K2 Horizon open model suite
IFM releases K2 Horizon, featuring six Apache 2.0 models ranging from 0.9B to 375B parameters.
Seattle Times and Newsday sue OpenAI and Microsoft
Seattle Times and Newsday file an infringement lawsuit against OpenAI and Microsoft.
Authors push back on Anthropic settlement claims
Authors raise objections as publishers and agents make claims regarding an Anthropic settlement.
Meta FAIR introduces AI Research Preference Models
Meta FAIR releases RPMs designed to rank machine learning experiments before expending GPU hours.
UC Berkeley releases CUA-Lite for computer-use agents
Researchers at UC Berkeley release CUA-Lite, an open platform combining sandboxes, data, evaluation, and reinforcement learning for agents.
Review the newly released open models from OpenBMB and IFM to test their scaling and deployment limits.
Live AI news is unavailable right now. Everything else on the site works as normal.
Recently added
All articles →Podcasts every AI / ML / DS student should hear
Twenty shows worth a commute or a gym session — AI research, engineering, and the business of it, from hosts who actually work in the field. Every link goes to the show's real Spotify and YouTube page.
Lex Fridman Podcast
Lex FridmanMulti-hour interviews with AI pioneers, scientists, and founders — deep, unhurried, and unafraid of the philosophical questions.
Dwarkesh Podcast
Dwarkesh PatelLong, sharply-researched interviews with AI researchers and founders on where capabilities are actually headed.
Latent Space
swyx & Alessio FanelliThe AI engineer's podcast — technical deep dives on building with LLMs, agents, and the tools that actually ship.
The TWIML AI Podcast
Sam CharringtonThis Week in Machine Learning & AI — practitioner interviews on ML research and how it reaches production.
Machine Learning Street Talk
Dr. Tim ScarfeThe most technical AI podcast on YouTube — hard-hitting discussions with leading researchers on AI theory and cognition.
Super Data Science
Jon KrohnThe most-listened-to podcast in the data science industry — ML, AI, and career conversations twice a week.
No Priors
Sarah Guo & Elad GilAI from the investor's and founder's seat — where the technology, the startups, and the money are headed.
The Cognitive Revolution
Nathan LabenzWeekly scouting reports from the edge of AI — built for readers who want strategic clarity, not hype.
Google DeepMind: The Podcast
Prof. Hannah FryBehind the scenes at one of the world's top AI labs — no hype, just the researchers explaining their own work.
The a16z Show
Andreessen HorowitzThe AI startup ecosystem and the economics of the technology, from one of the industry's biggest investors.
Hard Fork
Kevin Roose & Casey NewtonAI news, deep dives, and interviews explained for a general audience — a good weekly habit if you want the headlines with context.
The AI Daily Brief
Nathaniel WhittemoreA daily rundown of what actually happened in AI, put in context — good for staying current without doom-scrolling.
Data Skeptic
Kyle PolichA scientific, skeptical look at machine learning and data science — good for building intuition, not just following trends.
Eye on AI
Craig S. SmithLong-term trends in AI research and industry, aimed at understanding where the field is really going, not this week's news.
The Pragmatic Engineer
Gergely OroszHow software (increasingly AI-powered) actually gets built at big tech companies and fast-growing startups.
AI & I
Dan ShipperHow working professionals actually fold AI into their day-to-day workflow — practical, not theoretical.
How I AI
Claire VoConcrete, practical walkthroughs of the AI tools and models people actually use to get work done.
AI Agents Podcast
Aytekin Tank & Demetri PaniciExpert conversations on how AI agents are actually being built and applied across industries.
Everyday AI
Jordan WilsonDaily AI news and business applications — built for people who need to apply AI at work, not just read about it.
Limitless Podcast
Josh Kale, Ejaaz Ahamadeen & David HoffmanFrontier technology and where AI, crypto, and biotech are converging next — for the techno-optimist listener.
New on getjob4u
Tools we have just shipped.
Resume Generator NEW
Create an ATS-friendly, job-tailored resume from your details and any job description in seconds.
- Enter your details
- Paste the job description
- Generate & edit
- Download
- Paste any job description - Naukri, LinkedIn, a careers page
- Rewrites your own bullets for that job, inventing nothing
- Six ATS-friendly templates, download as PDF or DOCX
- Tells you which requirements you do not yet meet
Sign in with Google NEW
Optional account so My Prep data (bookmarks, streak, scan history, job applications) follows a visitor to a second device instead of staying in one browser's storage. Nothing about the site requires it - every tool works exactly the same signed out.
- Bookmarks, streak, scans and job applications sync
- Sign-out never deletes the account's data
- Nothing else on the site requires an account
Everything you need to land an AI / ML / DS job
Free tools — no signup, no credit card, no ads. Built for AI, ML, and Data Science aspirants.
Resume Generator
Your details plus any job description, out comes an ATS-friendly resume tailored to that job — six templates, PDF or DOCX. It rewrites your own bullets and invents nothing.
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.
Generative AI, LLMs & Agents
The whole modern AI stack, visual + Q&A — transformers, LLMs, RAG, fine-tuning, agents, LangChain, LangGraph, diffusion & automation.
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.
My Prep Dashboard
Bookmarked questions, your daily-question streak, and past ATS scans — all held on your own device by default. Sign in only if you want them on your phone too.
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. Starting from nothing, or rewriting for one specific job? The Resume Generator builds the whole resume around a pasted job description.
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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.
Real results from real users
From "0 interview calls" to "offer in 6 weeks" — here's what people are saying about getjob4u.
"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."
"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."
Explore the rest of the toolkit
Thirty-odd free tools and guides for AI, Machine Learning and Data Science job seekers — no signup, no paywall.
Resume & outreach
- Resume GeneratorBuild a job-tailored, ATS-friendly resume from your details.
- ATS Resume ScannerScore your resume against a real job description.
- Bullet RewriterRewrite a weak bullet into a measurable achievement.
- Cold Email GeneratorReferral asks and recruiter replies worth sending.
- Skill Gap AnalyzerCompare your skills to the role you want next.
Learn the concepts
- ML AlgorithmsA visual guide to the models interviewers ask about.
- Generative AI & LLMsTransformers, embeddings and RAG, explained visually.
- Data AnalyticsStatistics, A/B tests and the metrics work runs on.
- ML System DesignDesign a recommender or fraud system end to end.
- Context EngineeringThe skill behind every production LLM application.
Practice & plan
- Python PlaygroundRun Python in the browser — nothing to install.
- FlashcardsSpaced repetition for ML and stats fundamentals.
- Take-Home AssignmentsReal take-homes, and what reviewers look for.
- Job TrackerTrack every application without a spreadsheet.
- My Prep DashboardBookmarked questions, streak and scan history in one place.
- Salary GuideWhat AI/ML/DS roles actually pay, by level.
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 →
Help us improve getjob4u
This is built solo. Your feedback shapes what gets added next.
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 credit card and no ads, and no tool requires an account. Signing in with Google is entirely optional and also free; it exists only so your saved work follows you to another device. 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.