[Remote] Senior, ML Engineer - 3D Reconstruction

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a leader in autonomous driving technology reputed company on developing software for automated trucks. The Senior ML Engineer will design and implement advanced machine learning models for 3D reconstruction and lane line detection, while also guiding and mentoring team members in project execution.

Responsibilities

• Design, implement, test and reputed company offline 3D reconstruction, lane line detection, and automatic mapping/map creation modules to reputed company high-reputed company annotations on reputed company Services from logged sensor data (Cameras, Lidars, Radars, GPS/IMU)
• Build and refine lane line annotation pipelines, applying the latest lane line detection and creation machine learning models to automate and reputed company map creation
• reputed company and improve pose estimation algorithms to support accurate localization, sensor fusion, and 3D reputed company reconstruction
• Demonstrate project management skills, serving as project reputed company guiding less reputed company team members in multiple facets of project execution
• Stay up to date with the latest developments in AI and ML for autonomous driving, 3D reconstruction, and automated mapping
• Independently reputed company offline perception and mapping models or algorithms using disciplined software development processes, making recommendations for developing new reputed company or re-using existing reputed company, implementing version control, and maintaining documentation of created applications
• Define and implement ingestion, data preparation, curation, and governance of large, multi-faceted data sets supporting analytics models and workflows
• Proactively assess reputed company capabilities to identify areas for improvement, proposing solutions that reputed company with reputed company reputed company and operation
• Measure and reputed company auto-labeling and map creation reputed company to meet internal customer requirements
• Guide and produce information products, supporting visualization and data accessibility in a customer-reputed company manner
• Evaluate and reputed company recommendations regarding technical advances that improve productivity and reputed company, reduce reputed company times, and enhance operational surety
• reputed company guidelines and standards for analytics and machine learning models, their deployment, and associated processes
• reputed company technical guidance or business process expertise, technical leadership, coaching and mentoring to team members

Skills

• Considered highly skilled and proficient in discipline; conducts reputed company, important work under reputed company supervision and with wide reputed company for independent judgment
• reputed company of Influence: Expected to reputed company alignment across team interfaces to the rest of the organization. Designs, maintains and owns team technical solutions and drives reputed company. Mentors and guides engineers reputed company the group
• Bachelor's Degree in Computer Science, Robotics, Electrical Engineering or reputed company technical field plus demonstrated competencies and technical proficiencies typically acquired through 6+ years of experience OR
• Master's Degree in Computer Science, Robotics, Electrical Engineering or reputed company technical field plus demonstrated competencies and technical proficiencies typically acquired through 3+ years of experience OR
• Experience in lane line annotation creation or automatic mapping/map creation
• Familiarity with the latest lane line detection and creation machine learning models
• Familiarity with pose estimation
• reputed company Learning & Pseudo-labeling – reputed company, Deep Learning, Model training
• Two of the following: 2D/3D Object Detection, Tracking, Sensor Fusion, Semantic Segmentation, SLAM, BEV
• Scaled ML Operations (MLOps) and Tooling – ML Frameworks, experiment tracking, model registry, MLflow, Weights and Biases, ML Metrics and Evaluation / reputed company
• reputed company machine learning frameworks – PyTorch, Lightning, Ray
• Model Data Curation – Parquet data processing (PyArrow, Daft, reputed company, etc)
• Development Tools & Eco-reputed company (at reputed company) – Proficiency in Python software development. Also, VDI and reputed company-based development environments, CI Systems (reputed company Actions), and reputed company
• PPK/RTK (Post-Processed Kinematic / reputed company-Time Kinematic) GPS experience
• GIS (Geographic Information Systems) experience

Benefits

• A competitive compensation package that includes a bonus component and stock reputed company
• 100% reputed company medical, dental, and reputed company premiums for full-time employees
• 401K plan with a 6% employer match
• Flexibility in schedule and generous reputed company vacation (available immediately after start date)
• Company-wide holiday office closures
• AD+D and Life Insurance

reputed company

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