At a Glance
- Tasks: Drive improvements in Autonomous Vehicle software through evaluation and validation processes.
- Company: Leading tech firm focused on innovative autonomous vehicle solutions.
- Benefits: Competitive salary, flexible working hours, and opportunities for professional growth.
- Other info: Collaborative team environment with a focus on creativity and problem-solving.
- Why this job: Make a real impact on the future of transportation with cutting-edge technology.
- Qualifications: Strong analytical skills and experience in software evaluation processes.
The predicted salary is between 50000 - 70000 € per year.
You will be part of a team that drives systematic and data‑driven improvements to the Autonomous Vehicle software by designing, implementing, and maintaining robust processes for evaluation and validation of our AVs. To achieve this objective, we are looking for a highly motivated individual with excellent analytical skills to own end to end execution, methodology improvements and insight articulation/communication to ensure high‑quality evaluation and release of our End‑to‑End ML Stack. In this position, you will work closely with AI/ML Engineers, Simulation Engineers, Systems Engineers, Product Managers to identify, analyze, monitor and prioritize the most important signals to assess performance of our ML based stack leveraging simulation and on‑road data and building scalable processes to evaluate compliance to our KPIs. If you’re interested in having a major impact on accelerating AV Behavioral Evaluation assessment on ML‑driven autonomy through creative problem solving, let’s chat!
What You’ll Do
- Define an AV evaluation process that spans from initial conception through implementation, ensuring it is applied to the release of our end‑to‑end (E2E) ML stack.
- Provide hands‑on implementation of infrastructure solutions to assess AV performance from ELT tooling at GM from simulation and on‑road data.
- Proactively scope and identify metrics needed to improve our evaluation workflows and devise paths for implementation if not available.
- Contribute to automated triage strategies for AV deficiencies in an End‑to‑End stack architecture and present findings to relevant stakeholders.
- Articulate insights, summaries and recommendations to AV developers and executives based on continuous analysis of AV performance.
- Define and maintain scalable processes to identify, monitor and improve evaluation KPIs as definition of success of evaluation initiatives.
- Map and articulate link between continuous improvement processes with the product safety case and compliance with safety standards.
Your Skills
Evaluation Systems Engineer, Autonomous Vehicles employer: General Motors
As an Evaluation Systems Engineer in the dynamic field of Autonomous Vehicles, you will join a forward-thinking team dedicated to innovation and excellence. Our company fosters a collaborative work culture that values creativity and analytical thinking, providing ample opportunities for professional growth and development. Located in a vibrant tech hub, we offer competitive benefits and a unique chance to make a significant impact on the future of mobility through cutting-edge technology.
StudySmarter Expert Advice🤫
We think this is how you could land Evaluation Systems Engineer, Autonomous Vehicles
✨Tip Number 1
Network like a pro! Reach out to people in the industry, especially those working with autonomous vehicles. Use platforms like LinkedIn to connect and engage with them. You never know who might have the inside scoop on job openings!
✨Tip Number 2
Show off your skills! Create a portfolio or a project that showcases your analytical skills and understanding of evaluation processes in AVs. This can really set you apart from other candidates when you’re chatting with potential employers.
✨Tip Number 3
Prepare for interviews by brushing up on your knowledge of ML stacks and evaluation metrics. Be ready to discuss how you would improve workflows and assess performance. We want to see your problem-solving skills in action!
✨Tip Number 4
Don’t forget to apply through our website! It’s the best way to ensure your application gets seen by the right people. Plus, it shows you’re genuinely interested in being part of our team!
We think you need these skills to ace Evaluation Systems Engineer, Autonomous Vehicles
Some tips for your application 🫡
Show Your Analytical Skills:Make sure to highlight your analytical skills in your application. We want to see how you approach problem-solving and data analysis, especially in relation to Autonomous Vehicles. Use specific examples from your past experiences to demonstrate your capabilities.
Tailor Your Application:Don’t just send a generic application! Tailor your CV and cover letter to reflect the job description. Mention how your experience aligns with the role of Evaluation Systems Engineer and how you can contribute to our team at StudySmarter.
Be Clear and Concise:When writing your application, clarity is key. We appreciate straightforward communication, so keep your sentences clear and to the point. Avoid jargon unless it’s relevant to the role, and make sure your passion for the field shines through!
Apply Through Our Website:We encourage you to apply directly through our website. It’s the best way for us to receive your application and ensures you’re considered for the role. Plus, it shows you’re serious about joining our team!
How to prepare for a job interview at General Motors
✨Know Your AV Evaluation Processes
Make sure you understand the evaluation processes for autonomous vehicles inside and out. Be ready to discuss how you would define and implement these processes, and think about specific examples from your past experience that demonstrate your ability to drive systematic improvements.
✨Showcase Your Analytical Skills
Since this role requires excellent analytical skills, prepare to discuss how you've used data to inform decisions in previous roles. Bring examples of metrics you've developed or monitored, and be ready to explain how they impacted performance and compliance with KPIs.
✨Collaborate Like a Pro
This position involves working closely with various teams, so highlight your collaboration skills. Think of instances where you successfully worked with engineers or product managers to solve complex problems, and be prepared to share how you communicated insights effectively to different stakeholders.
✨Prepare for Problem-Solving Questions
Expect to face questions that assess your problem-solving abilities, especially in relation to AV deficiencies. Practice articulating your thought process when tackling challenges, and consider how you would approach developing automated triage strategies for AV performance issues.
