At a Glance
- Tasks: Lead a team to develop machine learning models for vehicle perception and autonomous driving.
- Company: Rivian builds emissions-free Electric Adventure Vehicles and values innovation and environmental protection.
- Benefits: Enjoy a dynamic work culture, opportunities for mentorship, and a commitment to inclusivity.
- Why this job: Make a real impact on autonomous technology while working with a passionate, adventurous team.
- Qualifications: MS or PhD in relevant fields with 8+ years of experience in machine learning and leadership.
- Other info: Rivian is an equal opportunity employer committed to accessibility for all applicants.
The predicted salary is between 48000 - 72000 £ per year.
About Rivian
Rivian is on a mission to keep the world adventurous forever. This goes for the emissions-free Electric Adventure Vehicles we build, and the curious, courageous souls we seek to attract. As a company, we constantly challenge what's possible, never simply accepting what's always been done. We reframe old problems, seek new solutions and operate comfortably in areas that are unknown. Our backgrounds are diverse, but our team shares a love of the outdoors and a desire to protect it for future generations.
Role Summary
We are seeking a Tech Lead Manager (TLM) to lead the evolution and scaling of our perception systems. You will guide a dedicated team in developing and deploying robust machine learning models that enable our vehicles to understand their environment. This role involves cross-functional collaboration, architecting solutions, and driving the technical roadmap to advance our perception technologies.
Responsibilities
- Technical Strategy & System Architecture: Define and drive the technical vision, architecture, and scaling roadmap for perception systems, ensuring they meet autonomous driving demands and champion new technologies.
- Perception Model Lifecycle Management: Lead the end-to-end development of scalable ML models for critical perception tasks (object detection, tracking, scene understanding, mapping), including MLOps, data pipelines, and optimization for robust onboard deployment.
- Team Leadership & Mentorship: Build, mentor, and lead a high-performing team of machine learning engineers, fostering a culture of innovation, technical excellence, and continuous improvement.
- Cross-Functional Collaboration & Integration: Partner effectively with teams across the autonomy stack (e.g., prediction, planning, simulation, hardware, ML infrastructure) to deliver seamlessly integrated and high-performing autonomous features.
Qualifications
- MS or PhD in Computer Science, Robotics, Machine Learning, Electrical Engineering, or a related field.
- Experience (typically 8+ years post-graduation) in machine learning, computer vision, or robotics, with significant work in perception for autonomous systems.
- Experience (typically 3+ years) in a technical leadership or management role, leading engineering teams on complex projects.
- Technical depth in machine learning, deep learning architectures (e.g., CNNs, Transformers), and computer vision algorithms.
- Experience developing and deploying perception algorithms (e.g., object detection, segmentation, tracking, SLAM, multi-sensor fusion) in real-world applications.
- Proficiency in Python and C++.
- Experience with deep learning frameworks (e.g., PyTorch, TensorFlow) and MLOps tools/platforms.
- Communication, interpersonal, and collaboration skills for working in a dynamic, cross-functional environment.
Equal Opportunity
Rivian is an equal opportunity employer and complies with all applicable federal, state, and local fair employment practices laws. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, ancestry, sex, sexual orientation, gender, gender expression, gender identity, genetic information or characteristics, physical or mental disability, marital/domestic partner status, age, military/veteran status, medical condition, or any other characteristic protected by law.
Rivian is committed to ensuring that our hiring process is accessible for persons with disabilities. If you have a disability or limitation, such as those covered by the Americans with Disabilities Act, that requires accommodations to assist you in the search and application process, please email us at candidateaccommodations@rivian.com.
Tech Lead Manager, Machine Learning - Perception employer: Rivian
Contact Detail:
Rivian Recruiting Team
candidateaccommodations@rivian.com
StudySmarter Expert Advice 🤫
We think this is how you could land Tech Lead Manager, Machine Learning - Perception
✨Tip Number 1
Familiarise yourself with Rivian's mission and values. Understanding their commitment to adventure and sustainability will help you align your responses during interviews, showcasing how your personal values resonate with theirs.
✨Tip Number 2
Highlight your experience in leading machine learning projects, especially those related to perception systems. Be prepared to discuss specific challenges you've faced and how you overcame them, as this will demonstrate your problem-solving skills and technical depth.
✨Tip Number 3
Network with current or former employees of Rivian on platforms like LinkedIn. Engaging with them can provide insights into the company culture and expectations, which can be invaluable during your interview process.
✨Tip Number 4
Prepare to discuss cross-functional collaboration experiences. Since the role involves working with various teams, sharing examples of successful collaborations will highlight your interpersonal skills and ability to integrate diverse perspectives.
We think you need these skills to ace Tech Lead Manager, Machine Learning - Perception
Some tips for your application 🫡
Tailor Your CV: Make sure your CV highlights relevant experience in machine learning, computer vision, and technical leadership. Use specific examples that demonstrate your ability to lead teams and manage complex projects.
Craft a Compelling Cover Letter: In your cover letter, express your passion for the outdoors and how it aligns with Rivian's mission. Discuss your technical expertise and how it can contribute to the evolution of their perception systems.
Showcase Your Technical Skills: Clearly outline your proficiency in Python, C++, and deep learning frameworks like PyTorch or TensorFlow. Mention any experience you have with MLOps tools and how you've applied these skills in real-world applications.
Highlight Leadership Experience: Emphasise your experience in leading engineering teams and fostering a culture of innovation. Provide examples of how you've mentored team members and driven technical excellence in previous roles.
How to prepare for a job interview at Rivian
✨Understand the Company Mission
Before your interview, make sure you grasp Rivian's mission to keep the world adventurous forever. Familiarise yourself with their electric vehicles and how they aim to challenge the status quo in the automotive industry.
✨Showcase Your Technical Expertise
Be prepared to discuss your experience with machine learning models, particularly in perception systems. Highlight specific projects where you've developed algorithms for object detection or scene understanding, and be ready to explain your approach and the outcomes.
✨Demonstrate Leadership Skills
As a Tech Lead Manager, you'll need to show your ability to lead and mentor a team. Share examples of how you've successfully guided teams in the past, focusing on fostering innovation and technical excellence.
✨Prepare for Cross-Functional Collaboration
Rivian values collaboration across various teams. Think of instances where you've worked with different departments, such as hardware or simulation teams, to deliver integrated solutions. Be ready to discuss how you navigated challenges in these collaborations.