Sr. Evaluation, Validation & Simulation Engineer

We are looking for the best

About Us

42dot is a mobility AI company committed to solving mobility challenges with software and AI. As the Global Software Center of Hyundai Motor Group, 42dot pioneers the future of mobility by advancing the development of software-defined vehicles.

We develop safety-first, user-centric software-defined vehicle technologies that deliver the latest performance through continuous updates like smartphones. By advancing software and AI technology, 42dot envisions a world where everything is connected and moves autonomously through a self-managing urban transportation operating system.

About the Role

We're building a new autonomous driving organization to deliver production-ready L4 autonomy across trucks, buses, passenger vehicles, and robotaxis.

Our approach is ML-first, centered around end-to-end learning, foundation models, VLA models, and world models.

As a founding senior engineer, you'll help define how autonomy performance is measured, validated, and improved across the organization.

We believe evaluation is a first-class engineering problem. The future of autonomy depends not only on building better models, but also on understanding their strengths, weaknesses, and readiness for deployment.

We are looking for builders who can create scalable evaluation, validation, and simulation systems that accelerate autonomy development.

Founding Team Opportunity

• Most autonomy programs were started years ago. The major evaluation methodologies, engineering processes, and validation strategies were established long before today's engineers joined.

We're assembling the founding team that will define and build our autonomy performance framework.

The engineers who join now will have outsized influence on:

• KPI strategy

• Evaluation architecture

• Validation methodology

• Simulation strategy

• Safety readiness process

• Technical roadmap

Responsibilities

• Define and evolve autonomy KPIs and performance metrics.

• Lead development of evaluation and validation infrastructure.

• Design scalable testing and performance analysis methodologies.

• Build simulation-driven validation workflows.

• Develop tools for failure analysis and scenario mining.

• Drive data-informed prioritization of autonomy improvements.

• Mentor engineers and contribute to team growth.

Qualifications

• Demonstrated grit, ownership, and a track record of driving difficult technical problems from ambiguity to successful deployment.

• Bachelor's, Master's, or PhD in Computer Science, Robotics, Electrical Engineering, Mathematics, Statistics, or a related field.

• 5+ years of experience in autonomy, robotics, simulation, ML infrastructure, validation, analytics, or large-scale software systems.

• Strong software engineering and system design skills.

• Experience leading technical projects from concept to deployment.

• Strong analytical and problem-solving abilities.

Preferred Qualifications

• Autonomous driving experience.

• Safety-critical systems experience.

• Simulation platform experience.

• Data mining and analytics experience.

• ML evaluation and benchmarking experience.

• Statistical modeling experience.

Interview Process

• Application Review - Coding Test - 1st interview - 2nd interview - Offer Negotiation - Hiring

• The screening procedures may vary depending on the position, schedule, or other circumstances.

You will be individually notified of the screening schedule and results via the email address provided in your application.

Compensation

• $210,000 - $300,000

Additional Information

• In accordance with fair hiring practices, do not include any personal information unrelated to your job qualifications (e.g., Social Security Number, family relations, marital status, age, photo, physical condition, place of birth, etc.) in your resume.

• All documents must be submitted in PDF format and under 30MB in size.

• If you experience issues uploading your resume, please send it along with the job posting URL to recruit@42dot.ai .

• We strongly encourage applications from U.S. veterans and candidates eligible for employment preference under applicable laws.

• Qualified individuals with disabilities are encouraged to apply and will receive consideration under the Americans with Disabilities Act (ADA).

• 42dot does not accept unsolicited resumes and will not pay fees for any such submissions. Equal Opportunity Statement

• 42dot is an Equal Opportunity Employer. We celebrate diversity and are committed to creating an inclusive environment for all employees, regardless of race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, or veteran status.

※ Please review the following information before applying.

• How to work in 42dot, About 42dot Way →