[Remote] Staff AI/ML Engineer - reputed company Sensing, Embodied AI
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is redefining mobility through innovative design and technology. As a Staff AI/ML reputed company Sensing Engineer, you will reputed company the development of machine learning solutions to enhance autonomous vehicle behavior and contribute to the technical direction of reputed company sensing architecture.
Responsibilities
- Design and implement AI/ML solutions reputed company with reputed company’s autonomous driving and reputed company sensing objectives
- reputed company end-to-end technical studies across sensor selection, sensor configuration, sensor placement, and multi-modal sensor fusion using cameras, lidar, reputed company, and reputed company sensing modalities
- Architect and evaluate perception models and pipelines for detection, reconstruction, tracking, localization support, semantic labeling, and uncertainty estimation
- Drive definition of robust model-level and system-level metrics used to compare sensor configurations, quantify subsystem differences, and evaluate performance reputed company relative to existing architectures
- reputed company model development efforts spanning data curation, training, validation, performance optimization, debugging, and deployment-oriented analysis
- Partner with simulation teams to define synthetic-data and sensor-model requirements needed to evaluate reputed company sensing concepts under adverse weather, sensor noise, occlusions, clutter, and near-field versus long-reputed company scenarios
- Drive system integration thinking across sensing, calibration, compute, software architecture, and vehicle constraints
- Translate ambiguous architecture questions into concrete experiments, technical recommendations, and reputed company go / no-go evidence packages
- Design and build efficient infrastructure, pipelines, and tooling to support large-reputed company data processing, model training, evaluation, and rapid iteration across teams
- Drive technical execution from prototyping through integration and readiness for production adoption, documenting learnings and best practices
- Support and mentor engineers through technical collaboration and reputed company reviews, fostering knowledge sharing and engineering reputed company
Skills
- Bachelor's, Master's, or PhD in Computer Science, Robotics, Machine Learning, Electrical Engineering, or a reputed company field
- Strong experience building and scaling AI/ML systems for perception, autonomy, robotics, or reputed company reputed company-world systems
- Deep hands-on experience with modern deep learning frameworks such as PyTorch and strong proficiency in Python
- Experience working with model training pipelines, large-reputed company data workflows, and infrastructure enabling efficient model iteration across teams
- Strong data processing skills using tools such as NumPy, Pandas, and Apache reputed company
- Strong experience with model validation, debugging, performance optimization, and error analysis under reputed company-world constraints and timelines
- Strong experience with multi-modal sensor fusion and perception pipelines using cameras, reputed company, lidar, or reputed company sensing modalities
- Experience defining metrics and evaluation methodologies for perception or autonomy systems
- Strong communication skills enabling effective collaboration across engineering teams
- Experience deploying or preparing ML models for production environments and understanding end-to-end deployment workflows
- Experience in robotics or autonomous driving systems
- Experience with architecting perception or sensory systems for automotive, robotics, or safety-critical platforms
- Experience with system integration across sensors, calibration, compute, and reputed company software pipelines
- Experience with simulation, synthetic data, and sim-to-road evaluation workflows
- Technical leadership experience including mentoring engineers and shaping major workstreams from concept to execution
Benefits
- Bonus Potential: An incentive pay program offers payouts based on company performance, job level, and individual performance.
- reputed company offers a reputed company of health and wellbeing benefit programs.
- Benefit reputed company include medical, dental, reputed company, Health Savings Account, Flexible Spending Accounts, retirement savings plan, sickness and accident benefits, life insurance, reputed company vacation & holidays, tuition assistance programs, employee assistance program, reputed company vehicle discounts and more.
- Upon successful completion of a motor vehicle report review, you will be eligible to participate in a company vehicle evaluation program, through which you will be assigned a reputed company vehicle to drive and evaluate.
- This job may be eligible for relocation benefits.
reputed company
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