# Machine Learning Engineer Interview Coaching & Mentorship

Aced (formerly Exponent) publishes a public search API over its indexed pages; the guide is at https://www.aced.io/agents/agent-access.

Source: https://www.aced.io/coaching/ml-engineer
Source observed: 2026-11-04T21:42:54.156Z
Last checked: 2026-11-04T21:42:54.156+00:00
Indexed: 2026-11-05T03:41:12.206+00:00

---

# Machine Learning Engineer Interview Coaching & Mentorship

We help you prepare for Machine Learning Engineer roles through 1:1 support from expert coaches and mentors from FAANG+ technology companies. Our offerings include:

- **Machine Learning Engineer interview prep:** Work with a mentor on mock interviews, job applications, and related preparation.
- **Career coaching:** Get guidance on career options, changing jobs or industries, and other career decisions.
- **Mentorship:** Work with an experienced Machine Learning Engineer mentor as you develop your career.

You can also browse coaching by [Interviewing](https://www.aced.io/coaching?category=mock_interviews), [Career](https://www.aced.io/coaching?category=career_coaching), [Negotiation](https://www.aced.io/coaching?category=negotiation), [Communication](https://www.aced.io/coaching?category=communication_skills), and [Resume](https://www.aced.io/coaching?category=resume_review).

## Top Machine Learning Engineer coaches

### David S.

![David S.](https://v5.airtableusercontent.com/v3/u/59/59/1793815200000/D6zoV_Hh955MAYdzHezriQ/bkVWD7j3-lux2rgkeHSwZYjmiGGxl_xAZMXCs5YLmJQgpbz4b9-RTtSuq2D1Pi58BBiO3IcRqiczzSClK8ue8YYDocWhykpKrvcm0I7Q1TyRK-fvzpAmis9UGbo_JODsh87ZnZmETAvw72rexY4CepeeR6M5TIhy8rwkZFUGiEY/ox66-Ldq3g50e6tTuVvKuIbshgLpDwicRLLJFMTFZ8k)

**Machine Learning Engineer / Lead Data Scientist | TikTok**  
**4.9 rating (20 sessions)**

David is a Machine Learning Engineer with over 10 years of experience working for TikTok, Gojek, and Accenture. Listed skills include Git, Python, and 14 more.

[View David S. and book now](https://www.aced.io/coach/David-Sinjaya)

### Shivani R.

![Shivani R.](https://v5.airtableusercontent.com/v3/u/59/59/1793815200000/wFhk_gO6DDib_3IlsgvWkw/ZqWp1VF0EnE-qzks0lI97o1gx_T2qWtSEI2xVwLUWol20RiCCiOCemNV71w2HRN_OOWnb9_M-KTy6cpaNpqCbT4f7vCa3j7MVQFlRplc9W1C2Mubl6ZG9L933WWSnjFQiL7m11wu6b3rAyHLnxxlGj3uUwEsMEBOYkko4mKLXUo/HZJHjsW0fTgYNGkOrNTE9IKTtFji2MxbRLVPyavOrPA)

**Machine Learning Engineering Manager | Roblox (ex-Pinterest, LinkedIn)**  
**5.0 rating (21 sessions)**

Shivani Rao is a Machine Learning Engineer with over 10 years of industry experience working at companies including LinkedIn and Pinterest. Listed skills include Go-to-market (GTM), Machine Learning, and 4 more.

[View Shivani R. and book now](https://www.aced.io/coach/Shivani-Rao)

### Alexander K.

![Alexander K.](https://v5.airtableusercontent.com/v3/u/59/59/1793815200000/a_3h_GvsbkWtWJhlapQiLw/EEVh4cbB5M5ED_bFry_4y-Iz3lKMzmRu7QFGSXzBGLCyn2TYh-sP7FHcVKveYrxNjy9jSVGZuV9nwy534G4WbOa6hPYG8c8Iil5VYujno8kYMYCfSWaWyFnpeZ08nJYRlpBfvquwIN9NyI4L3Pb0-7RD_JcyNJELvouohEe4R3o/N205ZrPS3QUW-X83-213R67mpU3CLfS9vn-CmFdT33g)

**Sr. Director, ML Science | Expedia Group (ex-Meta, Amazon, eBay)**  
**5.0 rating (4 sessions)**

Alexander Kalinin is an ML/AI/DS Executive with 30+ years of experience working for Expedia, Meta/Facebook, Amazon, and startups. Listed skills include Leadership, Machine Learning, and 2 more.

[View Alexander K. and book now](https://www.aced.io/coach/Alexander-Kalinin)

[Browse more Machine Learning Engineer coaches](https://www.aced.io/coaching?role=ml-engineer&src=tag-landing)

## Prepare on your own time

Study with our self-paced course, then book a coach for live practice.

![Machine Learning Engineer Interview Prep Course](https://images.ctfassets.net/x78yjrjc11pq/6UfkHxUyLQVfDHSfLNQtWa/1be1539a65b4f6f15201f5b573c0a578/ML_Engineer_Interview_Prep_Course.jpeg?w=800&h=800)

### [Machine Learning Engineer Interview Prep Course](https://www.aced.io/courses/ml-engineer)

The course includes **6 courses** and has **9,400 students**. It covers mock interviews, preparation frameworks, and advice from senior candidates, including:

- ML system design
- Core concepts
- Coding
- Behavioral interviews

The course is designed for candidates pursuing machine learning roles at Meta, Google, Amazon, Apple, Microsoft, Nvidia, and other top companies.

## About Aced

We are Aced, formerly Exponent. We provide interview preparation, courses, coaching, and career resources. We offer email updates covering tips, job listings, and more; visitors can [sign up](https://www.aced.io/signup?src=nav&returnPath=/coaching/ml-engineer).

---

[Read this page’s summary](https://www.aced.io/agents/api/public/v1/page-tldr?url=https%3A%2F%2Fwww.aced.io%2Fcoaching%2Fml-engineer&trace=t_679ff9ab98f3)

## Ask a follow-up about this page

Need a more specific answer? Ask the exact question you have. It returns a fresh, cited answer from Aced (formerly Exponent)’s knowledge base. No account or API key required.

Open this URL with your own question, URL-encoded. Include your question in q. All research inputs are optional; no account or setup.

`GET https://www.aced.io/agents/agent/faq?q={question}&trace=t_679ff9ab98f3`

[Tool guide and examples](https://www.aced.io/agents/agent-access) · [OpenAPI](https://www.aced.io/agents/api/public/v1/openapi.json) · [Page TLDR form](https://www.aced.io/agents/agent-tools/page-tldr?url=https%3A%2F%2Fwww.aced.io%2Fcoaching%2Fml-engineer). Opening a form does not execute a tool.