Senior AV & ADAS Analytics Scientist

General Motors LLC; Sunnyvale (CA); Ibrido; USD 116.000 - 193.000; Tempo pieno

Vantaggi offerti da questo lavoro

Medical

Dental

Vision

Health Savings Account

Retirement savings plan

Paid vacation & holidays

GM vehicle discounts

Descrizione del lavoro

General Motors is seeking a data scientist to partner with Product Management in Sunnyvale/Mountain View, CA, translating product questions into analyses that inform strategy, roadmaps, and investments. You’ll define KPI frameworks for AV and ADAS, evaluate performance, and build dashboards linking vehicle, safety-event, and usage data.

You will use observational data, apply causal methods, and communicate insights to senior leaders.

Competenze

• Bachelor’s degree in a quantitative field or equivalent practical experience
• 5+ years in data science, product analytics, or related field
• Expert-level SQL skills with large, complex data environments
• Strong Python skills for data prep, analysis, visualization, automation
• Experience defining metrics and validating datasets; data-quality awareness
• Experience using observational data to evaluate product performance
• Ability to translate questions into rigorous analysis and actionable recommendations
• Experience influencing product roadmaps and investments through data

Mansioni

• Partner with Product Management to translate product questions into analyses for strategy and roadmaps
• Define and maintain KPI frameworks for AV, Super Cruise and ADAS
• Evaluate product performance across availability, usage, and customer value
• Build datasets, models, dashboards, and reports linking vehicle and driver data
• Investigate data-quality issues with engineering and data teams
• Apply causal-inference methods and communicate findings to stakeholders

Conoscenze

SQL

Python

Data analysis

Translate questions to analysis

Communication

Autonomy

Observational data experience

Causal inference

Influence roadmaps/investments

Formazione

Bachelor's degree in Data Science/Statistics/CS/Engineering

Master's degree preferred

Strumenti

Databricks/Spark

Azure/GCP

Power BI/Tableau/Looker

Descrizione del lavoro

General Motors is seeking a data scientist to partner with Product Management in Sunnyvale/Mountain View, CA, translating product questions into analyses that inform strategy, roadmaps, and investments. You’ll define KPI frameworks for AV and ADAS, evaluate performance, and build dashboards linking vehicle, safety-event, and usage data.

You will use observational data, apply causal methods, and communicate insights to senior leaders.