- Hiring Manager Interview asking about the overall expectations and the job and role
- Technical Interview : asking about system design and algorithm
- Offer Interview : negotiate the package and benefits
Interview questions [1]
Question 1
Please tell me your idea or concept of designing a big telematics data
I applied through university. I interviewed at Toyota Connected (Plano, TX) in Feb 2025
Interview
4 rounds, recruiter screen, OA, panel, panel 2. Panels were mix of technical questions regarding full ML lifecycle and behavioral regarding workplace situations. STAR method for behavior, brush up on domain knowledge for technical. Very responsive, but no specific feedback despite making it to final round.
Interview questions [1]
Question 1
Describe embeddings for natural language processing
4 rounds:
1. Recruiter screening (~30 mins), just overview on your past experiences
2. Hirevue (~1 hour), some ML basics, one leetcode easy, a few behavioral
3. Teams meeting with senior ML engineers, conversational about experiences, some ML theory questions sprinkled in
4. Final onsite interview with 2 engineering managers, asked more questions about implementations, a pretty specific sys design-adjacent question, and some behavioral
From rounds 1-3 I heard back within 2 days, was ghosted after the onsite
Interview questions [1]
Question 1
When do you see NaNs in the output of ML models?
Why do you want this job?