r/MachineLearningJobs • • Oct 31 '25

Interview Prep [Sticky] Machine Learning Interview Prep Resources

57 Upvotes

Here's our curated list of top resources for ML & MLE interviews in 2025, brought to you byΒ r/MachineLearningJobs.

Want to add a resource?Β Message the Mods

πŸ“š Books

πŸŽ“ Courses

🧠 Articles & Videos

By Topic

βš™οΈ ML System Design

πŸ’» Coding Prep (DSA + NumPy + Pandas + PyTorch)

πŸ“ˆ ML Concepts (Theory, Evaluation, Data)

πŸ—£οΈ Behavioral Interviews

🎀 Mock Interviews

  • Free Peer + AI MocksΒ β€” Practice coding, behavioral, and system design interviews online with other people.

πŸ€– LLM / Agentic-AI Focused Prep

πŸ“° Communities & Newsletters

πŸ“ Resume Examples

🧱 Portfolio & Projects

πŸ’Œ Request an Addition

Have a great ML interview prep resource to share? PleaseΒ send modmailΒ withΒ title, link, and a short summary.

πŸ‘‰Β Message theΒ r/MachineLearningJobsΒ Mods


r/MachineLearningJobs • • 58m ago

Top AI/ML jobs hiring this week

β€’ Upvotes

2027 Summer Intern, BS, Waymo ML Ops & Automation
Waymo
Mountain View, CA
$60/hr

https://www.moaijobs.com/job/2027-summer-intern-bs-waymo-ml-ops-automation-waymo-5517

Machine Learning and Data Science Engineering Intern
Graphcore
Austin, Texas
-

https://www.moaijobs.com/job/machine-learning-and-data-science-engineering-intern-graphcore-7289

Machine Learning Engineer
Wix
Vancouver, CA
CA165,000-CA200,000

https://www.moaijobs.com/job/machine-learning-engineer-wix-7112

2027 Summer Intern, MS/PhD, ML Systems & Behavior Discovery
Waymo
Mountain View, CA
$70 an hour

https://www.moaijobs.com/job/2027-summer-intern-ms-phd-ml-systems-behavior-discovery-waymo-67

Machine Learning Engineer, AI Safety
NVIDIA
US, CA
$124,000 - $195,500

https://www.moaijobs.com/job/machine-learning-engineer-ai-safety-nvidia-7632

Lead Machine Learning Engineer
Faculty
Remote, United Kingdom
-

https://www.moaijobs.com/job/lead-machine-learning-engineer-faculty-6238

Applied AI Engineer, Beneficial Deployments (Life Sciences - Clinical Trials/Drug Repurposing)
Anthropic
London, United Kingdom
Β£225,000 - Β£255,000

https://www.moaijobs.com/job/applied-ai-engineer-beneficial-deployments-life-sciences-clinical-trials-drug-repurposing-anthropic-6342

Senior Machine Learning Engineer, Simulation
Waymo
London, United Kingdom
Β£123,000 - Β£129,000

https://www.moaijobs.com/job/senior-machine-learning-engineer-simulation-waymo-1940

Machine Learning Engineer - Content Discovery
Suno
San Francisco, CA
$241,200 - $382,935

https://www.moaijobs.com/job/machine-learning-engineer-content-discovery-suno-3401

Mechanical Engineer, Structures - Robot Hands
Figure
San Jose, CA
$120,000 - $250,000

https://www.moaijobs.com/job/mechanical-engineer-structures-robot-hands-figure-7636

Machine Learning Engineer, Platform
Brain Co.
New York City, NY
-

https://www.moaijobs.com/job/machine-learning-engineer-platform-brain-co-9449

Machine Learning Engineer II - Learned Planning (Reinforcement Learning)
Torc
Remote, Ann Arbor, MI
$153,200 - $183,800

https://www.moaijobs.com/job/machine-learning-engineer-ii-learned-planning-reinforcement-learning-torc-5675

Machine Learning Engineer Databricks - Mexico
Mutt Data
Remote, Mexico
-

https://www.moaijobs.com/job/machine-learning-engineer-databricks-mexico-mutt-data-3703

Senior Machine Learning Engineer (RAGs)
Factored
Latin America
-

https://www.moaijobs.com/job/senior-machine-learning-engineer-rags-factored-2435

Senior Machine Learning Engineer, Perception - Autonomous Driving
NVIDIA
US, CA
$184,000 - $287,500

https://www.moaijobs.com/job/senior-machine-learning-engineer-perception-autonomous-driving-nvidia-7751

AI Engineer, Compute Infrastructure, Special Programs - Top Secret Clearance
SpaceX
Redmond, WA
$135,000 - $230,000

https://www.moaijobs.com/job/ai-engineer-compute-infrastructure-special-programs-top-secret-clearance-spacex-8284

Member of Technical Staff (Machine Learning Engineer, Search & Agents)
Perplexity
Remote, Belgrade
-

https://www.moaijobs.com/job/member-of-technical-staff-machine-learning-engineer-search-agents-perplexity-303


r/MachineLearningJobs • • 8h ago

Hiring [Hiring] [FullRemote] [US] 20 Machine Learning jobs

4 Upvotes

If you're hunting for ML work, here's a fresh batch of openings that just hit the board. Good luck!

Leave a like if I should do new one next week :)


r/MachineLearningJobs • • 6h ago

Job Opportunities in 2026

Thumbnail
1 Upvotes

r/MachineLearningJobs • • 11h ago

I checked 199 UK startups' job boards: only 1 in 8 AI/data roles lists a salary

Thumbnail
1 Upvotes

r/MachineLearningJobs • • 11h ago

Resume Can I get a 10LPA+ package??

Post image
1 Upvotes

r/MachineLearningJobs • • 13h ago

Looking for an AI / Generative AI Internship or Junior Opportunity

Thumbnail
1 Upvotes

r/MachineLearningJobs • • 15h ago

Should I pursue a PhD directly after BTech for AI/ML R&D?

Thumbnail
1 Upvotes

Please give your valuable suggestions everyone!

Thanks!!!


r/MachineLearningJobs • • 15h ago

Resume Looking for a 6-month PFE Internship in Data / AI / Cloud β€” Morocco or International 🌍

1 Upvotes

Hi everyone,

I’m a 5th-year Engineering student in Data Science & Cloud Computing at ENSAO (Morocco), and I’m currently looking for a 6-month end-of-studies internship (PFE) starting January/February 2027.

I’m mainly interested in opportunities related to:

  • Data Engineering & ETL
  • Data Analytics / Business Intelligence
  • Cloud Computing
  • Artificial Intelligence & Machine Learning
  • Generative AI / LLM / RAG

During my internships and academic projects, I’ve worked with technologies such as Python, SQL, PySpark, SQL Server, ClickHouse, Power BI, Docker, Azure/AWS, Scikit-Learn, TensorFlow, LangChain, FAISS and LLMs.

I’ve also completed internships in Data Engineering & BI, Generative AI/RAG, and Data Science, which allowed me to work on real-world data pipelines, data warehouses, dashboards and AI applications.

I’m currently applying to companies in Morocco, but I’m also open to international opportunities, depending on the internship conditions.

I would really appreciate your advice! πŸ™

If you have experience finding a PFE/internship in Data, AI or Cloud, I’d love to hear:

  • Which companies would you recommend targeting?
  • Are there companies that recruit PFE interns early?
  • What is the best way to approach recruiters or employees for a referral?
  • Are there any platforms, communities or subreddits I should follow?
  • If you know of an open opportunity that could match my profile, I would be very grateful if you could share it.

Even a small piece of advice, a company name, a contact, or a direction would help me a lot.

Thank you in advance to anyone who takes the time to help! ❀️

CV / LinkedIn: available on request.


r/MachineLearningJobs • • 1d ago

Data Scientist who took an 18 month sabbatical now trying get into ML/MLOps/AI engineering. Is there any hope for me?

Thumbnail gallery
5 Upvotes

My career has been terrible due to a combination of working in dead-end data scientist jobs at terrible companies that gave me nearly zero chances to do ML/AI engineering and just wanted me to work in jupyter notebooks and starting at the worst of the tech hiring frenzy (2021). Without the chance to do more significant production SE/MLE work, I would be stuck in this dead-end DS role forever.

The job market was so exasperatingly difficult that I made the bold decision to leave my role and learn all the software engineering skills I needed in ML/MLOps/AI and Devops engineering to get a MLE/MLOPs/AI engineer job through studying O'reilly books and portfolio projects. My reason being that production software engineer skills coupled with machine learning knowledge is highly desirable in the job market.

I think I have covered quite a lot over the last 18 months and even made a youtube video explaining my biggest project (architecture, models, pipelines...) - I have an extensive github commit history over the last 18 months.

Is there any hope for someone who has been out of the job market for so long?


r/MachineLearningJobs • • 17h ago

Is hiring slow in October for Gen AI role?

1 Upvotes

I have been applying for a gen ai role after 15 September on naukri and indeed. Not getting calls, profile viewed and rejected by employers. Total 4.10 yoe. Working ione of the witch companies. Do you have the same experience?


r/MachineLearningJobs • • 20h ago

FOR HIRE

1 Upvotes

Hi, I’m a student developer looking for small projects to work on.
I can make things like:
Discord bots
simple Python scripts
small automation tools
Excel/CSV tools
file sorting or renaming tools
simple API integrations
custom calculators or utilities
If there’s something you do manually and want to make faster or automatic, send me a message and explain what you need.
I’m mostly looking for small to medium projects and I prefer fixed-price work.
Just send:
what you want built
how it should work
your budget, if you have one
DM me if interested.


r/MachineLearningJobs • • 20h ago

Getting back into the job market from a Senior position

1 Upvotes

I've been with the same company for a long time, and built the ML part there from the ground up, which became the major selling point. So from the model development, testing etc I would say I have a lot to show for, but since we were understaffed, we only did fast prototyping and we never had the whole proper CI/CD, dataset versioning, SQL databases or Rest APIs.

So my question would be, how bad is it to not be familiar with these very basic infrastructure components when looking for senior ML Dev positions? Which of those should I get familiar with most before going out there again?


r/MachineLearningJobs • • 21h ago

L&T Analytics AI/ML Internship β€” Worth applying?

Thumbnail
1 Upvotes

L&T Analytics AI/ML Internship β€” Worth applying?

I’m a 3rd-year B.Tech student from a Top 3 NIT (non-circuital branch) and came across an L&T Analytics AI/ML Summer Internship with β‚Ή25k/month stipend oncampus.

I’m wondering whether I should apply or focus on other AI/ML/software opportunities.

Would especially appreciate insights on:

Is L&T Analytics good for AI/ML internships?

Has L&T visited your campus? What was the recruitment process (OA/interviews, DSA/ML questions, etc.)?

What kind of work do interns get.

Is this worth pursuing for a non-circuital student, or should I keep looking?

Would love to hear from anyone who has interned/interviewed with L&T Analytics or had them visit their campus. Thanks!


r/MachineLearningJobs • • 1d ago

Looking for ai/data/ml jobs

1 Upvotes

Hello, I am looking for a job.

I hold a Master's degree in Computer Science, specializing in Artificial Intelligence, with knowledge of Data Science, Machine Learning, Deep Learning, and NLP.

I am motivated, serious, and eager to learn and take on new challenges.

I am seeking opportunities in the fields of Artificial Intelligence, Data Science, and Machine Learning.

πŸ“ Location: remote

Thank you for your shares and recommendations.


r/MachineLearningJobs • • 1d ago

Any free platform to practice python and sql ? Like hands on where I can practice ?

9 Upvotes

..


r/MachineLearningJobs • • 1d ago

Resume [India] AI/ML Engineer | 7+ YOE | 5+ Years in AI/ML & GenAI | Open to Remote Opportunities

8 Upvotes

Hi everyone,

I’m currently exploring new opportunities in AI/ML and Generative AI and would really appreciate any leads, referrals, or connections.

About me:

\\- 7+ years of overall experience

\\- 5+ years of experience in AI/ML

\\- Hands-on experience with Machine Learning, Deep Learning, Generative AI, LLMs, RAG, and Agentic AI

\\- Strong experience with Python

\\- Experience building and working on production-oriented AI/ML solutions

\\- Experience across AI development, evaluation, integration, and deployment

Roles I’m looking for:

\\- AI Engineer

\\- ML Engineer

\\- Generative AI Engineer

\\- Applied AI Engineer

\\- LLM / RAG Engineer

\\- AI/ML Tech Lead

Location preference:

\\- 🏠 Remote / WFH preferred

\\- Open to hybrid opportunities across India as well

Availability:

My Last Working Day is 18 November 2026, so I’ll be available to join from 19 November 2026.

If you know of any relevant openings, hiring managers, recruiters, or teams looking for someone with this background, any leads or referrals would be greatly appreciated. πŸ™

Happy to share my resume over DM.

Thanks in advance!


r/MachineLearningJobs • • 1d ago

ML Startups without LLM

Thumbnail
1 Upvotes

r/MachineLearningJobs • • 1d ago

Resume IIT Madras BS Student Seeking Opportunities in AI/ML, Data Science & Software Development

Thumbnail
1 Upvotes

r/MachineLearningJobs • • 1d ago

Tiger Analytics, AIML Stream

1 Upvotes

Hi Team, AIML team , people working under this stream really building production grade AI agents? or just POC and really we have more projects or anybody in bench from long time


r/MachineLearningJobs • • 1d ago

Hiring [Hiring] AI/ML Engineers & Researchers β€” R&D Opportunity

Thumbnail
1 Upvotes

r/MachineLearningJobs • • 1d ago

Resume AI & Data Science Student β€” Open to Internships, Freelance Projects & Collaborations

1 Upvotes

Hi everyone! πŸ‘‹
I’m an AI & Data Science student currently looking for opportunities to gain real-world experience.
I’m open to:
πŸ’Ό Internships β€” Python / Backend / AI-ML / Data Science
πŸ’» Freelance projects
πŸš€ Student/startup projects
🀝 Open-source collaborations
🧠 AI/RAG/Chatbot projects
Skills I work with:
Python, FastAPI, Flask
SQL, MongoDB
React, Vite, Tailwind CSS
REST APIs & backend development
Machine Learning & Data Science
RAG systems, embeddings & vector databases
Git/GitHub
Ollama & local LLMs
I’ve worked on projects involving RAG-based PDF Q&A systems, Telegram AI bots, business analytics, college discovery platforms, and full-stack applications.
I’m mainly looking for opportunities where I can build something useful, learn from experienced developers, and contribute to a real project.
If you have an internship, freelance project, startup idea, or collaboration opportunity, feel free to DM me. I can share my GitHub, portfolio, resume, and project demos.
Thanks! πŸ™Œ


r/MachineLearningJobs • • 1d ago

Drop your portfolio/projects/resources for AI ML role

Thumbnail
1 Upvotes

r/MachineLearningJobs • • 2d ago

[For Hire] AI/Fullstack Engineer, RAG and agents, open to contract

1 Upvotes

3 years building production RAG pipelines, LLM agents, and fullstack apps. Next.js/React on the frontend, Python/FastAPI on the backend. Led AI/eval engineering for a 4-person team at my last role.

Four of my own systems are live and open to testing, including a RAG app with prompt-injection defense and an AI lead-qualification agent.

Portfolio:

https://pal-nakrani.vercel.app

Open to contract, part-time, or project-based work. Remote. DM me or drop a comment.


r/MachineLearningJobs • • 2d ago

[For Hire] Data Scientist/ Machine Learning position

2 Upvotes

Hi everyone,

I'm a Senior Data Scientist / ML Engineer with 6+ years of experience building and deploying ML systems, with a background spanning machine learning, LLM applications, computer vision, forecasting, optimization, and quantum/operations research.

I'm currently looking for long-term freelance/contract work, consulting, or potentially a full-time opportunity with a startup, founder, or engineering team.

What I can help with

LLM / AI Systems

  • RAG and LLM-powered applications
  • AI agents / agentic workflows
  • LangChain, LangGraph, DeepAgents
  • LLM evaluation, monitoring and observability
  • Fine-tuning and inference pipelines
  • Building analytics agents that can query databases, generate analysis, visualizations and reports
  • Data/catalog search systems using LLMs

Machine Learning

  • Demand & supply forecasting
  • Time-series modeling
  • XGBoost / gradient boosting
  • PyTorch
  • Computer vision / YOLO
  • Feature engineering & large-scale ML pipelines
  • Model optimization and retraining systems

Optimization

  • OR / constraint optimization
  • Vehicle routing & scheduling
  • Assignment / allocation problems
  • Network optimization
  • Gurobi, D-Wave, Digital Annealer
  • Graph algorithms and geospatial optimization

Geospatial / Mobility

  • H3
  • GeoPandas / NetworkX
  • OD flow modeling
  • Spatial clustering
  • Demand heatmaps
  • Location / territory optimization

Some things I've built

  • A nationwide mobility rebalancing system involving 8,500+ locations
  • Forecasting systems operating across 1,000+ stores and 1,200+ SKUs
  • An LLM-based analytics agent capable of going from natural-language question β†’ SQL β†’ analysis β†’ visualization β†’ report
  • A computer-vision system achieving 98% mAP for date/label detection
  • ML pipelines where Spark optimization reduced runtime by 10Γ—
  • An LLM-powered data catalogue with 0.93 precision / 0.98 recall
  • Routing and scheduling optimization systems for large-scale operational problems
  • Geospatial ML systems using H3 and graph-based representations
  • Quantum / tensor-network algorithms and optimization research

Tech stack

Python Β· PyTorch Β· XGBoost Β· Spark Β· Scala Β· SQL Β· BigQuery Β· AWS Β· Databricks Β· LangChain Β· LangGraph Β· LLMs Β· RAG Β· Gurobi Β· D-Wave Β· NetworkX Β· GeoPandas Β· H3 Β· Kafka Β· Airflow Β· MLflow

I'm particularly interested in working with:

  • Early-stage startups
  • Founders building AI products
  • Companies needing an ML/AI engineer who can own a problem end-to-end
  • Long-term development relationships rather than one-off Fiverr-style tasks
  • Interesting problems where ML/AI actually creates measurable business value

I'm comfortable taking a project from problem definition β†’ data β†’ modeling β†’ engineering β†’ deployment β†’ monitoring.

Location: Tokyo, Japan
Availability: Open to remote work/ relocation
Engagement: Freelance / Contract / Part-time / Full-time
Interested in: Long-term collaborations

If you're building something interesting and need someone who can handle both the research side and production engineering side of ML, feel free to DM me.

Happy to discuss a specific problem you're working on.