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Software Engineer, Metrics Frameworks

  • Emplacement
    • Mountain View, California
    • San Francisco, California
    • Warren, Michigan
  • Type d'emploi Full time
  • Posté
  • Job Requisition JR-202605523

Description

The Role  

As a Software Engineer on the Metrics Frameworks team, you will lead the development of tooling to monitor and improve our pipelines’ data quality. These pipelines support road event monitoring, data mining and training, and simulation metrics.  We are seeking an experienced software/data engineer to build telemetry, data quality inspection tooling, dashboards, and alerting that establish guardrails on data quality (e.g., delay, accuracy, completeness). Your work will increase confidence in our data and downstream metrics for internal customers. These metrics will support and accelerate feature design, prioritization, and development, as well as evaluate the impact of newly released features.   

About the Organization:  The Metrics Frameworks team falls within the Simulation, Evaluation, and Data organization, which is dedicated to advancing the development of autonomous vehicles through cutting-edge simulation technologies. The Metrics Frameworks team focuses on creating, maintaining, and evolving the analytics framework that supports GM's goal of safe, high-performing, and scalable driverless technology. The team delivers robust and scalable tools that facilitate data-driven decision-making throughout the AV feature development lifecycle. We collaborate closely with Simulation Evaluation, Embodied AI, and System and Test Engineering teams, enhancing productivity across the organization by developing automation tools and shared libraries. We are accountable for the performance, reliability, and scalability OKRs of the analytics framework. This includes, but is not limited to: developing customized analytics workflows; improving operational telemetry and dashboards to track relevant KPIs for prioritization; and identifying, designing, and implementing solutions to achieve key results.  

What You’ll Do

  • Lead the design, implementation, and roadmap development for tooling that monitors data quality from various sources (simulation, road, etc.) and empowers users to debug data issues and build quantitative analysis pipelines.  

  • Accelerate the team’s effectiveness by designing and implementing scalable automation tools for inspecting data ingestion, processing, inspection, debugging, and performance monitoring.  

  • Build and optimize data processing pipelines to handle large volumes of testing data, enabling low-latency insights for AV testing performance. 

  • Collaborate with other frameworks and data infra teams to build and deploy tools that improve developer productivity and data reliability.  

  • Work closely with autonomous vehicle engineering teams to enable rapid iteration, model feedback, and metrics-driven decision-making. 

  • Maintain a high technical bar for code quality and system design through architectural and code reviews. 

Your Skills & Abilities

  • Experience with writing Python in a production environment (unit testing, code review, algorithm performance and tradeoffs, etc.) 

  • Experience with OLAP databases and SQL related technologies (e.g., Big Query, Databricks, DuckDB, etc) 

  • Experience with data orchestration and transformation tools like Airflow, DBT, etc 

  • Experience developing scalable software and data solutions used by many developers and stakeholders and capable of processing petabytes of data  

  • Experience with time-series data analysis and online performance monitoring tools 

  • Experience developing automation scripts (Python and Bash scripts)  

  • BS in Computer Science, Computer Engineering, Electrical Engineering, Mechanical Engineering, or Aerospace Engineering  

  • 5+ years of industry experience  

  • Strong organizational and communication skills  

What Will Give You A Competitive Edge

  • Familiarity with ROS, Python bindings for C++, and plotting/visualization libraries 

  • Experience working in the Autonomous Vehicle or Robotics industry  

  • Experience with full-stack languages and frameworks, such as Nest.js, React, Django, etc.  

  • Knowledge of machine learning frameworks and their application in testing automation and metrics generation. 

  • Experience building high performance framework / infrastructure and performance optimization in C++ 

  • Experience working within a monorepo and using Bazel 

Compensation

  • The salary range for this role is $123,200 and $189,100. The actual base salary a successful candidate will be offered within this range will vary based on factors relevant to the position. 

  • Bonus Potential: An incentive pay program offers payouts based on company performance, job level, and individual performance. 

Benefits

  • GM offers a variety of health and wellbeing benefit programs. Benefit options include medical, dental, vision, Health Savings Account, Flexible Spending Accounts, retirement savings plan, sickness and accident benefits, life insurance, paid vacation & holidays, tuition assistance programs, employee assistance program, GM vehicle discounts and more. 

GM does not provide immigration-related sponsorship for this role. Do not apply for this role if you will need GM immigration sponsorship now or in the future. This includes direct company sponsorship, entry of GM as the immigration employer of record on a government form, and any work authorization requiring a written submission or other immigration support from the company (e.g., H1-B, OPT, STEM OPT, CPT, TN, J-1, etc.)

Renseignements sur la diversité

General Motors est résolue à être un lieu de travail qui est non seulement exempt de discrimination illégale, mais aussi un endroit qui favorise véritablement l'inclusion et l'appartenance. Nous sommes convaincus que la diversité de la main-d'œuvre permet de créer un environnement dans lequel nos employés peuvent s'épanouir et développer de meilleurs produits pour nos clients. Nous encourageons les candidats intéressés à consulter les principales responsabilités et compétences requises pour chaque rôle et à postuler à tout poste qui leur correspond. Dans le cadre du processus de recrutement, les candidats peuvent devoir, le cas échéant, réussir une évaluation liée au poste ou une présélection d'emploi avant d'être embauchés.  Pour en savoir plus, consultez notre processus de recrutement.

Déclaration concernant l'égalité d'accès à l'emploi (É.-U.)

General Motors est fière d'être un employeur souscrivant au principe de l'égalité d'accès à l'emploi.  Tous les candidats qualifiés seront pris en compte, sans égard à la race, à la couleur, à la religion, au sexe, à l'orientation sexuelle, à l'identité de genre, à l'origine ethnique, aux situations de handicap ou au statut protégé d'ancien combattant. 

Aménagements (É.-U. et Canada)

General Motors offre des occasions à tous les chercheurs d'emploi, y compris les personnes handicapées. Si vous avez besoin d'un accommodement raisonnable pour vous aider dans votre recherche d'emploi ou la soumission de votre candidature, envoyez-nous un courriel à l'adresse [email protected] ou appelez-nous au 800 865-7580. Veuillez inclure dans votre courriel une description spécifique du type d'accommodement demandé, ainsi que le titre d'emploi et le numéro de demande du poste auquel vous postulez.