Machine Learning Engineer – ML Planner
Employment Information
Job Description
Machine Learning Engineer developing ML models for autonomous driving. Collaborating with engineers to create safe, reliable, and transformative self-driving vehicles.
Responsibilities:
- Designing and training large models for predicting surrounding agents, AV behaviors, and end-to-end planning systems by executing high-value experiments based on collaborative input from other machine learning engineers
- Prototyping and implementing continuously improving metrics to evaluate the performance of our behavioral models across many desired scenarios and robotaxi capabilities
- Timely release of major model updates, including analysis of both off-line and on-road evaluation data
- Staying up to date with the latest trends in our fast-moving industry, and proposing new architectures and network designs
- Maintaining a high-quality training and evaluation code-base, including portions of our training stack dedicated to dataset generation and evaluation
Requirements:
- Masters or PhD in Machine Learning, Generative AI, Computer Science, Applied Mathematics, Statistics.
- In-depth understanding of common Machine Learning and Deep Learning algorithms, especially transformer-based architectures, autoregressive decoder architectures etc.
- Experience designing, training, and analyzing neural networks/transformer-based models for at least one of the following applications: motion planning, object detection, sensor fusion, motion prediction, and/or multi-object tracking, multi-agent predictions.
- Knowledge of software engineering principles, including software design, source control management, build processes, code reviews, and testing methods
- Knowledge or course experience of generative models such as VLM, VLA etc.
- Experience with PyTorch or other Python-based deep learning frameworks
- Experience working with large data sets, data curation, and augmentation.
Benefits:
- Medical
- Dental
- Vision
- 401k with a company match
- Health saving accounts
- Life insurance
- Pet insurance
Similar Jobs
AI/ML Engineer, LLMs, RAG
Particula
AI/ML Engineer at Particula building LLM-powered features for digital asset ratings. Collaborating closely with the Head of AI to deliver innovative solutions in a remote-first environment.
Founding ML Engineer – Flower Frontier Model Team
Flower Labs
Founding ML Engineer in Flower Labs' Frontier Model Team pushing the limits of open-source AI. Building scalable AI models using decentralized applied techniques across various domains.
Consultant – Artificial Intelligence & Cybersecurity
Wavestone
Stagiaire en intelligence artificielle et cybersécurité impliqué dans des recherches sur les malwares. Développement de solutions pour renforcer la cybersécurité par des méthodes innovantes.
Senior MLOps Engineer
IRIUM
Senior MLOps Engineer participating in an international insurance project. Requires 8+ years experience and deep practical AWS knowledge.
Staff Machine Learning Engineer
Quora
Staff Machine Learning Engineer working remotely on Quora’s recommendation systems. Collaborating with a team to enhance product features and machine learning integrations.
Principal Decision Scientist – Machine Learning Engineer
Aimpoint Digital
Principal Decision Scientist, Machine Learning Engineer at Aimpoint Digital driving client solutions with data strategy and machine learning expertise.
Staff Machine Learning Scientist
Zendesk
Staff Machine Learning Scientist advancing ML/AI for customer service in a global scale at Zendesk. Leading research and development of intelligent solutions to enhance customer interactions.
Machine Learning Engineer – Deployments Team
Roboflow
Machine Learning Engineer designing, delivering, and optimizing AI solutions for Roboflow's computer vision platform. Collaborating with teams to enhance model deployment across various environments.
Senior Machine Learning Engineer
Groupon
Senior Machine Learning Engineer at Groupon transforming AI-driven local experiences marketplace. Leading ML model lifecycle and collaboration with cross-functional teams to drive measurable user impact.
Machine Learning Engineer
Spotify
Machine Learning Engineer building LLM based storytelling solutions for Spotify's audio platform. Collaborating with cross-functional teams to enhance user experience and recommendations.
Staff Machine Learning Engineer, Listings and Host Tools – Data and AI
Airbnb
Staff Machine Learning Engineer at Airbnb working with ML models to enhance host and guest tools. Collaboration with data scientists and engineering teams to develop impactful solutions.
Senior Machine Learning Scientist
Zendesk
Staff Machine Learning Scientist responsible for innovative AI solutions development at Zendesk. Collaborating with cross-functional teams to enhance customer experience through advanced machine learning.
Staff Machine Learning Engineer
Tebra
Staff Machine Learning Engineer at Tebra designing, training, and operating best-in-class machine learning systems. Leading technical projects and improving automation in healthcare through applied ML.
Machine Learning Engineer – Mid/Senior
Datarisk
Machine Learning Engineer responsible for designing, developing, and maintaining ML pipelines for Datarisk. Collaborating with cross-functional teams to implement and optimize ML models and solutions.
CVML Engineer – See & Spray
Blue River Technology
CVML Engineer supporting See & Spray initiatives at Blue River Technology. Training AI models and collaborating with multiple teams for data-centric AI practices.
Lead Engineer, MLOps
Code and Theory
Lead ML+DevOps Engineer at Code and Theory ensuring scalability and reliability of AI/ML infrastructure using cloud deployment and containerization.
Senior Machine Learning Engineer
SailPoint
Senior Machine Learning Engineer shaping AI-powered capabilities and building production-grade ML systems at SailPoint. Leading complex ML initiatives in a cloud-oriented enterprise environment.
Senior Machine Learning Engineer – AI Special Projects
Instacart
Senior Machine Learning Engineer II at Instacart improving AI consumer experiences through innovation and hands-on leadership. Join a flexible, modern team driving significant advancements.
AI/ML Engineer
Jack and Jill
AI/ML Engineer at Vamo.xyz shaping AI and ML systems for their platform and core functionality. Join a dynamic startup with opportunities for professional growth and impact.
ML Engineer – LLM, Google Cloud
Medier Agency
ML Engineer responsible for training and deploying text models using Google Cloud. Analyzing requirements and building infrastructure to ensure model performance and deployment.