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Senior Data Scientist (ML Platform)
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Senior Data Scientist (ML Platform): Building and operating production ML infrastructure and predictive models for smart charging, dynamic pricing, and energy savings with an accent on model lifecycle management, forecasting, optimization, and personalization. Focus on designing drift detection and automated retraining, connecting model quality to realized savings per kWh, and integrating LLM and agentic AI tools into data science workflows.
Location: Stockholm, Sweden — hybrid
Company
develops technology that helps households use electricity more sustainably and affordably through connected electric vehicles, smart thermostats, and other smart devices.
What you will do
- Lead the development and evolution of the ML platform, including model registries, versioning, monitoring, drift detection, and automated retraining.
- Develop and deploy forecasting, optimization, and personalization models for Smart Charging and dynamic pricing products.
- Connect model quality with realized savings per kWh through counterfactual evaluation and decision-quality metrics.
- Review code, establish best practices, and help shape the use of LLM and agentic AI tools in data science.
- Own the end-to-end lifecycle from problem framing and data sourcing through production deployment and continuous improvement.
Requirements
- Proven experience building production-grade ML platforms with drift detection, model registries, and CI/CD workflows.
- Deep technical skills in Python.
- Hands-on experience with cloud ML infrastructure such as Databricks MLflow, AWS SageMaker, or an equivalent platform.
- Deep expertise in at least one of time-series forecasting, optimization algorithms, or personalization at scale.
- Ability to build repeatable workflows, onboard experienced peers, handle ambiguity, and communicate complex data concepts to product and engineering stakeholders.
Nice to have
- Experience with energy time-series data, smart charging, or grid optimization.
Culture & Benefits
- Work in a mission-driven environment focused on energy independence and more resilient electricity grids.
- Collaborate with colleagues across Stockholm, Oslo, Berlin, Amsterdam, and Førde.
- Work in an environment that values autonomy, curiosity, continuous improvement, and diverse teams.
- Use AI as an increasingly central part of modern work and data science.
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