Develop models and analyses to optimize **system performance across competing constraints** (e.g., power usage vs data quality vs responsiveness)
Define and implement **end-to-end observability**, establishing metrics across system components and dependencies
Design and run experiments (e.g., pre/post, control vs test) to evaluate changes and detect regressions at both component and system levels
Build and refine **anomaly detection and failure analysis** methods across complex, real-world data
Lead **ad hoc investigations** into system issues, identifying root causes and driving resolution with cross-functional teams
Translate insights into actionable recommendations across **Firmware, Hardware, Software, and Operations**, driving measurable improvements in system behavior
Develop predictive systems for **early issue detection and performance forecasting**, including in environments with limited historical data
Continuously evolve analyses into **scalable intelligence systems** that support monitoring, decision-making, and automation

Requirements

5+ years of experience in data science working on **production systems or real-world applications**
Proven experience **building, deploying, and maintaining models in production environments**
Strong proficiency in **Python and SQL**
Experience working with **complex, real-world datasets** (e.g., time-series, event-based, or system-generated data)
Strong foundation in **statistical analysis, experimentation, and/or anomaly detection**
Proven ability to **bring structure to ambiguous, open-ended problems**, iterating quickly to drive toward practical, high-impact solutions (80/20 mindset)
Experience working cross-functionally with engineering and operational teams

Benefits

Health, Dental & Vision (Gold and Platinum with some providers plans fully covered)
Paid parental leave
Alternating day off (every other Monday)
“Off the Grid”, a two week per year paid break for all employees.
Commuter allowance
Company-paid training

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools

PythonSQLstatistical analysisanomaly detectionmodel buildingmodel deploymentperformance forecastingdata analysisexperiment designsystem performance optimization

Soft Skills

problem-solvingcross-functional collaborationcommunicationanalytical thinkingadaptabilityleadershipdecision-makingstructured thinkingiterative developmentinsight translation