Senior Machine Learning Engineer developing real - time learning systems for Quandri's AI - driven insurance platform. Collaborating with various stakeholders to deliver data - driven insights and analytics.
About the role
- Design and develop advanced machine learning models in the behavior space, specifically tailored for autonomous vehicles, utilizing deep learning and large-scale data analysis.
- Deploy scalable and efficient ML models on our autonomous vehicle platform.
- Integrate modern technologies with rigorous safety standards while maintaining cost efficiency.
- Oversee the development of new ML models end-to-end, from data strategy and initial development to optimization, production platform validation, and fine-tuning based on metrics and on-road performance.
- Lead large, multi-person projects and significantly influence the overall motion planning architecture and technical direction.
- Enable and support other engineers by coaching, leading by example, and providing high-quality code and design document reviews, as well as delivering rigorous reports from ML experiments.
- Contribute significantly to the development of essential components for end-to-end ML training and deployment, from data strategy to optimization and validation.
- Be a champion of the scientific method and critical thinking to invent state-of-the-art deep learning solutions.
- Work in a high-velocity environment and employ agile development practices.
- Collaborate closely with teams such as Perception, Simulation, Infrastructure, and Tooling to drive unified solutions.
Requirements
- MS or PhD in Machine Learning, Computer Science, Robotics, or related quantitative fields, or equivalent industry experience.
- 3+ years of experience with Python, major deep learning frameworks, and software engineering best practices.
- Comfortable writing C++ code for integration with our autonomous vehicle platform.
- 3+ years of experience with deep learning approaches, such as supervised/unsupervised learning, transfer learning, multi-task learning, and deep reinforcement learning.
- Extensive experience with learning-based planning approaches, including imitation learning, reinforcement learning, and state-of-the-art techniques for sequential modeling, such as Transformer architectures.
- 3+ years of experience covering machine learning workflows, data sampling and curation, preprocessing, model training, ablation studies, evaluation, deployment, and inference optimization.
- Passion for self-driving car technology and its potential to impact humanity.
- Strong communication skills with the ability to articulate concepts clearly and precisely.
Benefits
- Excellent health, wellness, dental and vision coverage
- A rewarding pension
- Flexible vacation policy
- Family planning and care benefits
Job title
Job type
Experience level
Salary
Not specified
Degree requirement
Tech skills
Location requirements
CG
ControlExpert GmbHSenior MLOps Architect
Senior MLOps Architect driving innovations in automotive damage management at ControlExpert. Develops ML lifecycles and optimizes production environments using advanced AI technologies.
Machine Learning Engineer designing and implementing AI systems for Defense and Intelligence sectors. Enhancing data accessibility and optimizing operational capabilities through ML solutions.
GE
GetinzAI/ML Engineer
Innovation Engineer responsible for AI - driven solutions at a digital commerce company. Focused on prototyping, exploring technologies, and shaping technology strategy.
Senior ML Engineer developing scalable machine learning systems for FOX advertising platform. Collaborating on ML solutions that optimize ad personalization and monetization.
RI
RiverlaneSenior AI / ML Engineer
Senior AI/ML Engineer developing machine learning tools for quantum error correction at Riverlane. Collaborating with researchers to deliver innovative AI solutions in quantum computing.
Applied Machine Learning Scientist validating Generative AI models for TD. Responsible for model validation and communicating findings to stakeholders while fostering collaborations.
Senior Software Engineer developing machine learning geospatial products for Planet. Collaborating with engineers and scientists on innovative remote sensing analytics.
PA
PartSpaceMachine Learning Engineer – m/f/d
Machine Learning Engineer responsible for optimizing AI pipelines at Easy2Parts. Join a growing team to revolutionize component sourcing with AI technology.
NO
NokiaAI/ML Engineer
AI/ML Engineer developing and deploying machine learning solutions for Nokia's network optimization projects. Collaborating with cross - functional teams to enhance network planning capabilities.