Energy Acuity ยท 3 weeks ago
Senior Data Scientist - 25459 2 Locations
Denver, CO
Full-time
Onsite
Senior Level
5+ years expEnergy Acuity is a trusted energy-dedicated SaaS company focused on empowering global quality of life through accessible energy solutions. They are seeking a Senior Data Scientist to contribute to their rapidly growing data science team, working on machine learning models that enhance product capabilities and improve customer decision-making in the energy sector.
Business DevelopmentBusiness IntelligenceEnergyInformation TechnologyMarket ResearchRenewable Energy
Responsibilities
Design, build, deploy and maintain machine learning models supporting core product capabilities
Prototype, evaluate and productionize models using Python and modern ML frameworks
Own individual models end-to-end, from development through monitoring and iteration
Deploy models into cloud-native and containerized environments
Build and maintain scalable training and inference workflows
Monitor production model performance using metrics, alerts and dashboards
Analyze model performance, design experiments and drive continuous improvement
Perform and lead feature engineering on large, complex datasets from multiple sources
Work with large datasets using SQL and analytical data tools
Extend and maintain data ingestion and scraping platforms supporting model training and inference
Collaborate closely with software engineering and product teams to align models with customer needs
Participate in operational support related to data pipelines or production models, as needed
Participate in technical design discussions, code reviews and data science best practices
Communicate findings, tradeoffs and recommendations clearly to both technical and non-technical stakeholders
Qualification
Required
5+ years of relevant industry or research experience in data science or machine learning
Bachelor's degree in a quantitative field such as Data Science, Computer Science, Mathematics, Software Engineering or related discipline
Strong proficiency in Python, including experience with: scikit-learn, PyTorch
Solid understanding of machine learning fundamentals, including supervised and unsupervised learning, model evaluation and feature engineering
Experience developing predictive models and taking them through the full model lifecycle
Ability to write well-documented experiments and production-ready code
Experience supporting models in production environments
Familiarity with containerization and orchestration technologies
Strong SQL skills
Ability to develop reports and visualizations for internal teams
Preferred
Familiarity with energy markets
Experience with GCP and/or AWS
Experience with time-series modeling or forecasting
Experience working with streaming data and event-driven systems
Experience with Snowflake, Databricks or similar cloud data warehouses
Data engineering experience or experience building data pipelines
Experience using infrastructure-as-code tools such as Terraform or Pulumi
Company
Energy Acuity
Energy Acuity is a renewable energy & clean technology research, analysis, and data provider.
1001-5000 employees
H1B Sponsorship
Energy Acuity has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2020 (1)
Funding
Current Stage
Late StageTotal Funding
unknown2021-04-01Acquired
Company data provided by crunchbase