ML / AI Software Engineer
ML/AISoftwareEngineerC++MetricsFrameworks
“ML / AI Software Engineer - C++ Metrics Frameworks at ML / AI Software Engineer. Skills: Python, C++, Metrics Frameworks, AI/ML. Develop and optimize infrastructure. Create analytics frameworks and tools”
What You'll Achieve.
accelerate autonomous vehicle development, testing, and deployment; empower internal users to construct quantitative analysis pipelines; develop metrics; support and accelerate feature design, prioritization, and development; evaluate the impact of recently released features; support road event monitoring, data mining and training, and simulation metrics; enhance productivity across the organization; accountable for the performance, reliability, and scalability OKRs of the analytics framework; developing customized analytics workflows; improving operational telemetry and dashboards to track relevant KPIs for prioritization; identifying, designing, and implementing solutions to achieve key results; accelerate team’s effectiveness and efficiency; enable rapid development and model feedback
Industry & Context.
algorithm performance and tradeoffs; identifying, designing, and implementing solutions
What They're Looking For.
Must Have
Experience developing scalable software solutions that will be used by many developers, Experience writing Python and C++ in a production environment, Experience developing automation scripts (Python and Bash scripts), BS in Computer Science, Electrical Engineering, Mechanical Engineering, or Aerospace Engineering, 5+ years of industry experience, organizational and communication skills
Nice to Have
SQL and related tools/tech (Big Query, DuckDB, etc), time-series data analysis, online performance monitoring tools, building high performance framework / infrastructure, performance optimization in C++/Python, ROS, Pandas, Python bindings for C++, plotting/visualization libraries, Data orchestration and transformation tools like AirTable, AirFlow, DBT, etc
What You'll Do.
Develop and optimize infrastructure
Create analytics frameworks and tools
Build analytical frameworks and tools
Empower users to construct analysis pipelines
Support and accelerate feature design
Evaluate impact of released features
Support road event monitoring
Support data mining and training
Support simulation metrics
Create tooling to receive signals
Build quantitative analysis pipelines
Extract usable insights
Design and implement automation tools
Design and implement shared libraries
Collaborate with infra teams
Build and deploy tools
Enable rapid development
Enable model feedback
Maintain high technical standard
Perform architectural design
How You'll Work.
Team & Collaboration
Collaborate with other frameworks and data infra teams; Work closely with autonomous vehicle engineering; Collaborate with Simulation Evaluation; Collaborate with Embodied AI; Collaborate with System and Test Engineering teams
Communication Scope
organizational and communication skills
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