Torc Robotics
Autonomous Vehicle Technology
SoftwareEngineer-MetricsforReleaseImplementation
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“Software Engineer - Metrics for Release Implementation at Torc Robotics. Skills: Python, AWS, Data Pipelines, Metrics. Develop and maintain Python services. Maintain AWS data pipelines”
What You'll Achieve.
Evaluate autonomy performance; Support release readiness; Validate autonomy behavior; Ensure software releases meet safety expectations; Ensure software releases meet performance expectations; Transform raw vehicle data into meaningful system signals; Evaluate release quality; Evaluate system readiness
Industry & Context.
problem-solving skills; Ability to debug and troubleshoot systems; Investigate pipeline failures; Investigate telemetry inconsistencies; Investigate data quality issues
What They're Looking For.
Must Have
programming experience in Python, Familiarity with cloud infrastructure and AWS services such as S3, Lambda, ECS, or Step Functions, Familiarity with data processing, backend systems, or large-scale datasets, Ability to debug and troubleshoot systems using logs, telemetry, and data analysis, problem-solving skills, ability to work collaboratively across teams, communication skills, willingness to learn in a fast-paced engineering environment
Nice to Have
Exposure to workflow orchestration tools such as Temporal, Airflow, or AWS Step Functions, Experience working with telemetry, event data, or time-series datasets, Exposure to robotics, automotive, or autonomous systems, Experience contributing to validation, metrics, or automated testing systems, Familiarity with cloud-native development or CI/CD workflows, Experience working in safety-critical or high-reliability environments
What You'll Do.
Develop and maintain Python services
Maintain AWS data pipelines
Process and analyze vehicle telemetry
Analyze validation data
Generate safety metrics
Support release validation logic
Support implementation of safety metrics
Support implementation of performance metrics
Investigate pipeline failures
Investigate telemetry inconsistencies
Investigate data quality issues
Support workflow orchestration
Automate validation systems
Participate in code reviews
Deliver reliable software solutions
Deliver maintainable software solutions
Improve engineering practices
Improve validation infrastructure
How You'll Work.
Team & Collaboration
Work closely with senior engineers; Work with cross-functional teams; Collaborate with systems teams; Collaborate with validation teams; Collaborate with autonomy teams; Collaborate with team members
Communication Scope
communication skills
Full Job Description
About the Company At Torc, we have always believed that autonomous vehicle technology will transform how we travel, move freight, and do business. A leader in autonomous driving since 2007, Torc has spent over a decade commercializing our solutions with experienced partners. Now a part of the Daimler family, we are focused solely on developing software for automated trucks to transform how the world moves freight. Join us and catapult your career with the company that helped pioneer autonomous technology, and the first AV software company with the vision to partner directly with a truck manufacturer. Meet the Team Torc is developing Level 4 autonomous semi-truck software to transform how freight moves across the world. As a Software Engineer I on the Metrics for Release (MFR) team, you will contribute to the cloud-based systems and data pipelines that evaluate autonomy performance and support release readiness across Torc Drive. This team owns the safety metrics, KPIs, and automated evaluation infrastructure used to validate autonomy behavior and ensure software releases meet safety and performance expectations before deployment. In this role, you will help build and maintain services and workflows that process telemetry and validation data, transforming raw vehicle data into meaningful system signals used to evaluate release quality and system readiness. You will work closely with senior engineers and cross-functional teams to support metrics implementation, validation workflows, and scalable cloud-based infrastructure supporting Torc’s autonomous driving platform. What You’ll Do Contribute to the development and maintenance of Python-based services and AWS data pipelines supporting metrics and validation workflows Assist in processing and analyzing vehicle telemetry and validation data to generate meaningful safety metrics Support implementation of release validation logic tied to automated testing and evaluation pipelines Collaborate with systems, validation, and
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