E-Solutions · 15 hours ago
Principal Architect – Navigation (AI/ML) (RL & Simulation focused)
San Francisco, CA
Full-time
Hybrid
Lead/StaffE-Solutions is a robotics unicorn based in San Francisco, CA, seeking a highly skilled and visionary Principal Architect – Navigation (AI/ML). This role is critical for driving innovation in intelligent path planning and autonomous decision-making, focusing on the design and development of cutting-edge navigation systems powered by machine learning and deep learning.
ConsultingHuman ResourcesRecruitingStaffing Agency
Hiring Manager
Rajat Behl .
Responsibilities
Architect and build robust ML and deep learning models for navigation and control systems
Design and implement reinforcement learning agents within simulation environments
Drive end-to-end development and deployment of production-grade ML models
Collaborate closely with cross-functional teams across robotics, perception, and infrastructure
Evaluate and integrate classical and modern path planning algorithms (e.g., A*, RRT, etc.)
Leverage simulation tools to test and validate navigation models in virtual environments
Guide the implementation of MLOps best practices, including data pipelines, training, deployment, and monitoring
Stay ahead of emerging trends in AI, reinforcement learning, and robotics
Qualification
Required
Strong expertise in machine learning and deep learning frameworks (e.g., TensorFlow, PyTorch)
Hands-on experience in building and deploying production-grade ML models
Demonstrated experience with simulation environments (e.g., Gazebo, CARLA, Unity)
Deep understanding and practical application of reinforcement learning algorithms
Proficiency in classical and modern path planning algorithms (A*, RRT, D* Lite, etc.)
Solid understanding of robotics fundamentals, such as kinematics and motion control
Experience working in physical domains like warehouse automation, autonomous vehicles, or logistics
Familiarity with cloud-based ML services (e.g., Google Vertex AI, AWS Sagemaker, Azure ML)
Knowledge of the full ML lifecycle, including data collection, training, MLOps, and CI/CD deployment pipelines
Preferred
Published research in AI, Robotics, or Navigation in reputed journals or conferences
Expertise in multi-robot path planning algorithms and coordination strategies
Company
E-Solutions
E-Solutions is a talent acquisition company that offers staffing, application development, and strategic outsourcing services.
Founded in 2003
1001-5000 employees
H1B Sponsorship
E-Solutions has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (6)
2024 (11)
2023 (12)
2022 (11)
2021 (12)
2020 (16)
Funding
Current Stage
Late StageLeadership Team
ANKIT MISHRA
Head – Google Cloud Platform (GCP) - Global Delivery Practice | Client Partnering | Cloud Computing
Recent News
2024-05-06
2023-12-14
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