Business Systems Analyst providing systems support to develop and enhance business systems for IQVIA. Collaborating with teams to formulate systems scope and objectives to improve client delivery.
About the role
- Senior Systems Engineer leading perception validation efforts for autonomous vehicle software at GM. Collaborating on defining requirements and developing testing strategies for perception capabilities.
Responsibilities
- Define requirements and metrics for validating perception software to enable safe and comfortable autonomous vehicle operations.
- Own analysis and characterization of perception systems, influencing software development and launch decisions
- Prototype and develop simulation-based and road-based testing strategies that support continuous and scaled software release cycles
- Combine experience in systems engineering and data analysis to facilitate data driven design, validation, risk analysis, and prioritization decisions
- Own roadmaps for developing long-term and stable requirements, verification/validation, and/or software solutions to advanced problems over multiple product lifecycles
- Mentor team members and facilitate cross-team collaboration to define perception validation strategies for new launches
Requirements
- Advanced degree in Mechanical Engineering, Aerospace Engineering, Physics, Computer Science, Data Science, or related fields
- 7 + years of experience in systems engineering, robotics, systems analysis, data analysis, statistical analysis, or other related fields
- Proficient with SQL, Python, and C++ for analyzing large data sets
- Experience with evaluating machine-learned systems and setting acceptance criteria on perception systems, state estimators, or similar robotics functions
- Subject matter expertise in common detection and classification evaluation metrics such as precision, recall, and footprint overlap
- Experience with vehicle dynamics and deriving requirements based on physics or other first principles
- Ability to adapt and operate under ambiguity, going from quick code prototypes to long-term plans on brief time horizons
- Excellent communication skills, capable of switching between high-level and detailed discussions.
Benefits
- From day one, we're looking out for your well-being–at work and at home–so you can focus on realizing your ambitions.
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