Position Details

Type Not Specified

Experience mid

Exp. Years 1+ years

Education Bachelor's or higher degree in Computer Science, Data Science, Mechanical or Aerospace Engineering, or equivalent practical experience

Category Software Engineering

About this role

Software Engineer focused on Autonomy Evaluation at GM, building and analyzing large-scale evaluation pipelines for autonomous driving systems and delivering dashboards and insights to leadership.

Key Responsibilities

Design analysis algorithms
Build GM autonomy dashboards
Leverage VLMs/LLMs for scenario classification
Follow software engineering best practices
Interface with cross-org partners

Technical Overview

Role emphasizes data analysis on large-scale datasets using Python with Pandas/NumPy/SciPy, visualization, and applying VLMs/LLMs to classify autonomy performance; dashboards and cross-org collaboration are key.

Ideal Candidate

The ideal candidate is a data-analytic software engineer with 1+ years of experience applying statistics to autonomy data, proficient with Pandas, NumPy, SciPy, and visualization tools. They can work with vision-language and large language models to classify autonomy performance and contribute to dashboards and leadership-level reporting.

Must-Have Skills

PandasNumPySciPyPlotting/Visualization librariesBachelor's or higher degree in Computer ScienceData ScienceMechanical or Aerospace Engineeringor equivalent practical experience1+ years experience in data analysisML evaluationor autonomy analytics

Nice-to-Have Skills

Experience evaluating robotic systems or autonomous vehicles (sensor data: cameralidarradar) and time-series analysisStrong visualization skills and ability to decompose multi-dimensional dataCuriosity to root-cause data anomalies

Tools & Platforms

PandasNumPySciPyPlotting Libraries

Required Skills

1+ years data analysisML evaluationautonomy analytics; Pandas; NumPy; SciPy; Visualization; Vision-Language Models; Large Language Models; Python; ML evaluation; autonomy analytics; statistics

Hard Skills

PandasNumPySciPyPlottingVisualizationVision-Language ModelsLarge Language ModelsPythonML evaluationautonomy analyticsdata analysisstatistical methods

Soft Skills

communicationcollaborationproblem-solvinganalytical thinkingattention to detailcross-functional teamwork

Industry & Role

Industry Manufacturing

Job Function Develop and maintain analytics and dashboards to evaluate GM autonomous driving software at scale

Role Subtype Software Engineer

Tech Domains Python

Keywords for Your Resume

Software EngineerAutonomy EvaluationPandasNumPySciPyPlottingVisualizationVision-Language ModelsLarge Language ModelsLLMsPythonML evaluationautonomy analyticsdata analysisstatistical methodsBachelor's degreedashboardsreportscross-org collaboration

Deal Breakers

Bachelor's degree not in CS/Data Science/Engineering fields, No experience with Pandas/NumPy/SciPy, No exposure to Vision-Language Models or Large Language Models, Inability to work at Sunnyvale location or hybrid setup not feasible

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Software Engineer - Autonomy Evaluation

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