At a Glance
- Tasks: Lead a team to optimise AI models for autonomous driving in consumer vehicles.
- Company: Join Wayve, a mission-driven company shaping the future of autonomous driving.
- Benefits: Competitive pay, onsite chef, private health insurance, and a vibrant work culture.
- Other info: Hybrid working policy and a culture that values diversity and collaboration.
- Why this job: Make a significant impact in a fast-paced environment with cutting-edge technology.
- Qualifications: 5+ years in leadership, expertise in AI and embedded systems, Master's degree required.
The predicted salary is between 80000 - 100000 £ per year.
As the Manager of the Inference Optimization team at Wayve, you will steer our pioneering efforts to refine and productize AI models for autonomous driving features in consumer vehicles. Occupying a critical junction between machine learning and embedded systems, you will lead the strategic direction and provide comprehensive oversight to a team committed to enhancing the efficiency and performance of our autonomous vehicle (AV) AI models.
Challenges you will own:
- Team Leadership and Strategy: Spearhead a multidisciplinary team of Machine Learning Engineers, Embedded Kernel Engineers, and Software Engineers, setting clear objectives and milestones for optimization projects.
- Optimization Framework Development: Oversee the creation and refinement of optimization frameworks that enhance the computational efficiency of AI models while maintaining or improving model accuracy and inference speed.
- Cross‑functional Collaboration: Facilitate seamless cooperation between the machine learning, software engineering, and embedded systems teams.
- Performance Benchmarking: Establish rigorous benchmarking standards for model performance, guiding the team in achieving and surpassing these benchmarks.
- Innovation and Research: Promote a culture of continuous improvement and innovation, encouraging the team to explore novel optimization techniques.
- Resource Allocation: Efficiently manage resources, including personnel and computing infrastructure, to meet project deadlines and performance targets.
- Talent Development: Recruit, mentor, develop, and retain your team, fostering a growth mindset and technical excellence.
What you will bring to Wayve:
- Proven Leadership: At least 5 years of experience in a leadership role within the fields of machine learning, embedded systems, or a related area.
- Expertise in AI and Embedded Systems: A solid understanding of AI model optimization techniques, edge computing, and embedded system design.
- Technical Proficiency: Hands‑on experience with AI model development and optimization tools such as PyTorch, CUDA, and TensorRT.
- Strategic Thinking: Strong ability to develop and execute strategic plans for technology development.
- Collaborative Skills: Excellent interpersonal and communication skills.
- Educational Background: A Master's degree in Computer Science, Electrical Engineering, or a related field is required.
What we offer you:
- The chance to be part of a truly mission driven organisation and an opportunity to shape the future of autonomous driving.
- Competitive compensation and benefits.
- A dynamic and fast‑paced work environment in which you will grow every day.
- A culture that is ego‑free, respectful and welcoming.
- Benefits such as an onsite chef, workplace nursery scheme, private health insurance, cycle scheme, therapy, yoga, two onsite bars, large social budgets.
This is a full‑time role based in our office in London. At Wayve we want the best of all worlds so we operate a hybrid working policy that combines time together in our offices and workshops to fuel innovation, culture, relationships and learning, and time spent working from home.
At Wayve we're committed to creating a diverse, fair and respectful culture that is inclusive of everyone based on their unique skills and perspectives.
Inference Optimization Manager employer: Wayve
Wayve is an exceptional employer, offering a unique opportunity to lead the Inference Optimization team in the heart of London, where innovation meets collaboration. With a dynamic work environment that fosters personal and professional growth, employees benefit from competitive compensation, a culture of respect and inclusivity, and perks like an onsite chef and flexible working arrangements. Join us to make a significant impact in the autonomous driving sector while enjoying a supportive and engaging workplace.
StudySmarter Expert Advice🤫
We think this is how you could land Inference Optimization Manager
✨Tip Number 1
Network like a pro! Reach out to folks in the industry, attend meetups, and connect with people on LinkedIn. You never know who might have the inside scoop on job openings or can put in a good word for you.
✨Tip Number 2
Prepare for interviews by practising common questions and showcasing your expertise in AI model optimisation and embedded systems. We recommend doing mock interviews with friends or using online platforms to get comfortable with the process.
✨Tip Number 3
Showcase your projects! Whether it's through a portfolio or GitHub, let your work speak for itself. Highlight any innovative techniques you've used in AI optimisation or collaboration with cross-functional teams.
✨Tip Number 4
Apply directly 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 joining our mission-driven team at Wayve.
We think you need these skills to ace Inference Optimization Manager
Some tips for your application 🫡
Show Your Leadership Skills:Make sure to highlight your experience in leading teams, especially in machine learning or embedded systems. We want to see how you've steered projects and motivated your team to achieve great results.
Demonstrate Technical Expertise:Don’t hold back on showcasing your knowledge of AI model optimisation and embedded systems. Mention specific tools like PyTorch or CUDA that you’ve worked with, as this will resonate with us at Wayve.
Tailor Your Application:Take the time to customise your application for the Inference Optimization Manager role. Align your skills and experiences with the job description, so we can see how you fit into our vision and strategy.
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 this exciting opportunity at Wayve!
How to prepare for a job interview at Wayve
✨Know Your Stuff
Make sure you brush up on AI model optimisation techniques, edge computing, and embedded systems. Familiarity with tools like PyTorch, CUDA, and TensorRT will give you a solid edge. Be ready to discuss your hands-on experience and how it relates to the role.
✨Showcase Your Leadership Skills
As a potential Inference Optimization Manager, you'll need to demonstrate your leadership experience. Prepare examples of how you've successfully managed teams, set clear objectives, and driven projects to completion. Highlight your ability to foster collaboration across diverse technical teams.
✨Think Strategically
Be prepared to discuss your strategic thinking abilities. Think about how you would align technology development with both short-term and long-term goals at Wayve. Bring examples of past experiences where you’ve developed and executed strategic plans in tech.
✨Cultural Fit Matters
Wayve values a respectful and inclusive culture, so be yourself! Show that you can contribute to a positive team environment. Share your thoughts on fostering innovation and continuous improvement within a team, and don’t forget to mention your love for dogs if you have one!
