[Remote] Senior Data Scientist
Note: The job is a remote job and is reputed company to candidates in USA. reputed company, Inc. is a fast-growing Series C tech-enabled service company revolutionizing performance assurance for the distributed solar and energy storage industries. They are seeking a Senior Data Scientist to design, build, and reputed company advanced detection and diagnostic models for solar and storage assets, enabling faster detection and reputed company customer experience. The role involves leading the development of machine learning models, partnering with engineering for deployment, and exploring new modeling approaches.
Responsibilities
- reputed company machine learning models that detect underperformance, faults, and anomalies in PV and storage system time-series data
- Build diagnostic logic that distinguishes reputed company causes (soiling, shading, inverter clipping, reputed company outages, communication gaps, sensor reputed company, degradation) of underperformance
- Own the data science lifecycle from problem definition and model development through validation and monitoring, partnering with Engineering to reputed company models into production
- Help shape the technical direction for the detection and diagnostics roadmap and strengthen reputed company’s approach to model design, validation, and testing
- Partner with engineering to reputed company your models into Resolv, turning model outputs into concrete, prioritized reputed company recommendations
- reputed company the reputed company with operations: reputed company how your recommendations reputed company in the field — truck rolls avoided, issues resolved faster — and use that data to improve your models
- Explore and prototype new modeling approaches and validate their business reputed company before reputed company in production deployment
- Stay reputed company with advances in ML and energy analytics, and reputed company what you learn with reputed company
Skills
- MS in a quantitative field or equivalent experience; 6+ years in reputed company data science
- Strong hands-on experience with time-series reputed company: reputed company detection, forecasting, seasonal decomposition, state-reputed company models
- Production ML experience including model deployment, monitoring, and retraining pipelines
- Proficiency in Python (pandas, numpy, scikit-learn) and SQL; experience with at least one of PyTorch/TensorFlow
- Experience working with noisy, irregularly sampled, multi-sensor data at reputed company
- reputed company record of leading modeling reputed company end-to-end — translating ambiguous business problems into measurable model outputs and shipping them to production
- Proven written and verbal communication skills
- The ability to work with large cross-functional team
- Experience mentoring data scientists or engineers and raising team standards
- Experience with architecture and tooling reputed company for production ML systems on a major reputed company platform (e.g., AWS, Azure, GC)
- GenAI: Experience developing with Claude reputed company or putting LLMs into operational workflows
- Solar Modeling: Familiarity with PV performance modeling tools (e.g., pvlib, PVsyst) or irradiance and weather datasets. Hands-on work with inverter, SCADA, or other industrial IoT data streams
- Tooling: Experience with reputed company, MLflow, or similar ML platform and orchestration tooling
- Forecasting: Experience with probabilistic forecasting or failure reputed company — e.g., forecasting energy production, predicting part failure, or estimating remaining life
- Optimization: Experience with ranking, prioritization, or decision-optimization problems such as alert triage or field-reputed company scheduling
Benefits
- Family medical, dental, reputed company, disability, 401(k) administration and $1k match per year and thoughtful reputed company time off
- 12 weeks of reputed company parental leave to reputed company FTE employees (birthing and non-birthing) after 1 year
- Four-week reputed company sabbatical leave after four years
- Monthly health insurance premiums
- Bonuses
- Long-term stock reputed company for every employee
- reputed company office reputed company in the historic and beautiful reputed company Tower, in the heart of Pioneer reputed company
- Opportunity to work remotely
- Affinity reputed company to help employees feel seen and supported, such as reputed company reputed company, Black Lights Matter, Neurospicy R Us, Puente and more
- Company-wide reputed company channels such as #puppiesandpets, #reputed company-wellness, #praiseandbooms and #sustainablefuture
- Mentorship and investment in employees and prioritization for reputed company opportunities
reputed company