Machine Learning Engineer – HD Map
Skills
- In-depth deep learning and computer vision expertise
- Experience with transformer architectures and spatial-temporal models
- Hands-on proficiency with PyTorch or TensorFlow
- Strong Python programming; familiarity with C++ preferred
- Experience processing camera and LiDAR data and multimodal fusion
- Production model deployment and real-time inference knowledge
- Dataset curation, annotation workflows, and evaluation metrics
Responsibilities
- Design, train, and deploy deep learning models for lane markings and road feature detection using camera, LiDAR, and multimodal sensor data.
- Develop and iterate transformer-based and other modern architectures for spatial-temporal perception and online HD map updating.
- Handle complex edge cases such as poorly painted lanes, temporary construction zones, and adverse weather conditions.
- Integrate learning-based map components with perception, localization, and planning systems.
- Perform data analysis, dataset curation, annotation strategy, and model evaluation for production pipelines.
Education
- Master’s or Ph.D. in Computer Science, Computer Engineering, Robotics, Mathematics, or related field
- Equivalent practical experience in ML/CV with demonstrable projects may be considered
Benefits
- Competitive salary and equity opportunities
- Comprehensive health, dental, and vision benefits
- Flexible and remote work options with Houston preference
- Paid time off and parental leave
- Opportunities to publish and collaborate on research
- Cutting-edge hardware and tooling for ML development
Average salary estimate
If an employer mentions a salary or salary range on their job, we display it as an "Employer Estimate". If a job has no salary data, Rise displays an estimate if available.
Experienced AI Engineer needed to develop and deploy ML and generative AI solutions for an EdTech company focused on improving learning outcomes at scale.
Experienced data scientist needed to drive experimentation and measurement for Spotify's Music Expression products, turning multi-modal data into actionable insights that improve artist and listener experiences.
Airwallex is looking for a seasoned Staff Data Scientist to lead growth analytics, drive predictive and causal modeling for marketing, and mentor a high-performing data science team.
Remote mid-level Data Scientist / Big Data Engineer to build and optimize Tableau and BI reporting solutions for state financial systems and finance teams.
Humana is hiring an Associate Marketing Data Scientist to support acquisition analytics, campaign reporting, and targeting optimization for its Insurance Marketing Analytics team.
Lead the design and deployment of state-of-the-art vision-language and LLM-driven solutions to advance radiology diagnostics at a fast-growing healthcare AI startup.
Work on end-to-end computer vision systems at Boon to turn construction drawings and technical documents into structured, actionable data used by real customers.
Lead the design and deployment of safety-first, aligned AI systems—combining research, engineering, and governance to ensure responsible autonomous agent behavior at scale.
Samsara is hiring a Senior Machine Learning Engineer to develop and productionize optimized edge ML models that deliver real-time in-vehicle safety and driver experience features across a global fleet.
Lead the design and delivery of adaptive, human-aware AI systems that improve trust and collaboration across text, speech, and interactive interfaces for a US-based organization.
Understood is hiring a Senior Analyst to drive experimentation, predictive modeling, and cross-functional analytics that inform product and marketing decisions to boost user engagement and retention.
Lead the design and deployment of advanced machine learning models that improve underwriting and care-management decisions at a fast-growing Series C insurtech.
Plaid is looking for a Senior Data Scientist (Payments) to deliver high-impact analytics, run large-scale experiments, and help shape production ML solutions that improve payments and API product experiences.
🔮
Hi, I'm Risa! Your AI Career Copilot
you, just ask me below!
