Sunday Robotics interview prep. 16 likely questions.
The process at Sunday Robotics, what each stage actually tests, and how candidates prep. Real questions where we have them, likely questions where we don't.
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[01] BY THE NUMBERS
Headline facts before you prep.
Pulled straight from Sunday Robotics's career page and public data sources. Tap any cell for the full breakdown.
Full Sunday Robotics company profile[02] INTERVIEW PROCESS
Standard software engineering loop at Sunday Robotics.
The stages below describe the typical SWE loop. Product, Design, and Data loops differ; pick a role to see how it changes, or jump straight to real questions reported for that role.
01Recruiter / Hiring Manager Screen
30-45 min
Recruiter / Hiring Manager Screen
30-45 minDiscussion of your background, research interests, and the role. ML roles often include a quick technical discussion about your past work.
- Be prepared to discuss your papers or projects in detail
- Know the company's recent publications or product launches
- Ask about the team's current research direction
02Technical Screen
60 min
Technical Screen
60 minCoding plus ML concepts. May include implementing an ML algorithm from scratch or discussing model architecture choices.
- Know how to implement common algorithms: logistic regression, decision trees, k-means
- Brush up on gradient descent, backpropagation, and loss functions
- Be comfortable coding in Python with NumPy
03ML Deep Dive
60 min
ML Deep Dive
60 minExtended discussion of ML concepts, model evaluation, feature engineering, and production ML challenges.
- Know bias-variance tradeoff, overfitting mitigation, and model selection
- Be ready to discuss model monitoring and data drift
- Understand the full ML lifecycle, not just training
04System Design / ML Architecture
60 min
System Design / ML Architecture
60 minDesign an ML system end-to-end: data pipeline, feature store, model training, serving, and monitoring.
- Practice designing recommendation systems, search ranking, and fraud detection
- Discuss feature engineering, online vs. offline serving
- Consider model freshness, A/B testing, and rollback strategies
05Research Discussion / Paper Review
45-60 min
Research Discussion / Paper Review
45-60 minSome companies ask you to present your research or discuss a recent paper. Tests depth of understanding and ability to communicate complex ideas.
- Choose a paper you understand deeply, not just superficially
- Be ready to discuss limitations and potential improvements
- Practice explaining technical concepts to different audiences
[03] REAL QUESTIONS
Likely questions for Sunday Robotics.
16 likely questions inferred from Sunday Robotics's open roles and company profile.
Software Engineering
12 questions
Software Engineering
12 questionsCan you explain how you would approach the integration of GPU acceleration in a robotics application? What considerations would you take into account?
What are some key performance metrics you would monitor for a robot's software platform, and how would you go about optimizing them?
Describe your experience with developer infrastructure tools and how they can enhance productivity in a robotics development environment.
What experience do you have with developing and optimizing software for embedded systems, particularly in a Linux environment?
Have you ever faced a situation where you had to adapt to significant changes in project requirements? How did you handle it?
What experience do you have with embedded Linux systems, and how have you applied that knowledge in previous projects?
How would you approach debugging a robot's software that is not performing as expected? What tools or techniques would you use?
Can you describe a time when you had to troubleshoot a complex technical issue in a team setting? What was your approach and what was the outcome?
Have you ever led a project or a team? What challenges did you face, and how did you motivate your team to overcome them?
Describe a time when you had to adapt to significant changes in a project or technology. How did you handle it?
Can you explain the role of GPU acceleration in robotics and how you would optimize software for performance in a robotic platform?
What tools and methodologies do you use for developing and maintaining developer infrastructure in a software engineering context?
Other Roles
4 questions
Other Roles
4 questionsWhat attracted you to Sunday Robotics, and how do you see your values aligning with our mission to develop personal robots for households?
What motivates you to work in the field of robotics, and how do you envision contributing to our goal of making generalized robots accessible to everyone?
What attracts you to Sunday Robotics, and how do you see yourself contributing to our mission of making home robotics accessible?
How do your personal values align with the vision of Sunday Robotics to reclaim time for families through technology?
How to answer these: the STAR method
Use the STAR method: describe the Situation, the Task you faced, the specific Action you took, and the measurable Result. Aim for 60-90 seconds with one concrete metric. Practice it out loud before the interview so it flows naturally; the same structure works for every question above.
[04] HIRING PULSE
Sunday Robotics's hiring pulse.
We re-scan Sunday Robotics's career page every few minutes and keep the full posting history, so these counts come from the board itself, not an aggregator.
Posted (7d)
2
Posted (30d)
5
Posted (90d)
12
Scanned every few minutes · newest tracked posting May 22, 2026
[05] APPLY LOGISTICS
Applications go through Ashby.
Sunday Robotics runs hiring on Ashby, so the application form and recruiter follow-ups flow through it. Use the same email everywhere and keep the profile fields consistent with your resume; recruiters see both side by side.
A modern, all-in-one recruiting platform built for high-growth companies. Ashby combines ATS, CRM, scheduling, and analytics into a single product.
Auto-apply currently covers Greenhouse, Workday, and SmartRecruiters. For Ashby boards like Sunday Robotics's, Scoutify alerts you in real time so you can be one of the first applications in.
ATS identified from the application URLs on Sunday Robotics's recent postings
[06] PEOPLE ALSO ASK
Common questions about Sunday Robotics interviews.
Does Sunday Robotics sponsor H1B visas?
Sunday Robotics does not explicitly mention visa sponsorship in the provided information. If you're an international candidate interested in applying, it would be best to clarify this directly with their HR or recruitment team during the application process.
What is the average salary at Sunday Robotics?
The salary range for positions at Sunday Robotics is between $83,200 and $93,600, based on the job postings with disclosed salaries. This range gives you a solid idea of what to expect in terms of compensation if you are considering a role here.
What is the interview process like at Sunday Robotics?
The interview process at Sunday Robotics may include technical and behavioral questions. For example, you might be asked to describe a time when you had to troubleshoot a complex technical issue or adapt to significant changes in a project. Expect to demonstrate both your technical skills and your ability to work in a team.
What is the current hiring volume and what roles are open at Sunday Robotics?
Sunday Robotics currently has 22 active job postings, with 5 of those posted in the last 30 days and 3 in the last 7 days. Some of the top roles open include Associate Product Manager and Embedded Linux Software Engineer, indicating a range of opportunities for candidates with diverse skill sets.
[07] OVERVIEW
What candidates run into at Sunday Robotics.
AI company interviews blend traditional software engineering with ML-specific evaluations. Expect deep dives into ML fundamentals, statistics, paper discussions, and practical implementation challenges.
[08] PREP TIPS
How candidates prepare.
[09] EXPERT FRAMEWORKS
Frameworks and sample answers from interview coaches.
Curated from Columbia Engineering's licensed BigInterview library: expert-written tips, sample answers, and walkthroughs that work for any Software Engineering interview.
Source: BigInterview (licensed by Columbia Engineering)
[10] FAQ
Questions candidates ask about Sunday Robotics interviews.
Salary, visa sponsorship, process, hiring volume. Drawn from public data on Sunday Robotics.
Sunday Robotics does not explicitly mention visa sponsorship in the provided information. If you're an international candidate interested in applying, it would be best to clarify this directly with their HR or recruitment team during the application process.
[11] MORE INTERVIEW PREP
Companies candidates compare with Sunday Robotics.
PREP SMARTER. APPLY FASTER.
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