Equilibrium Energy
Software Engineer - ML Platform (Staff / Sr Staff)
San Francisco or US Remote · Staff+
Sponsorship not specifiedDetected 256 days ago
PythonAlgorithmsDatabricksDockerKubernetesCI/CDPrometheusGrafanaMachine LearningPyTorchscikit-learnPandasSparkData EngineeringA/B TestingCybersecurityAgileForecastingSystems EngineeringPower ElectronicsTest AutomationResearchCommunicationCollaboration
About the role
- At EQ, you'll join a tight-knit group of brilliant, curious, and adventurous people who bring the same energy to collaboration as they do to innovation.
- Equilibrium Energy is a well-funded, Series B clean energy startup backed by some of the most prominent institutional investors in climate.
- Because of this, scalable model development and deployment is at the heart of what EQ does.
Responsibilities
- We sit between our data and infra engineers and our scientists - developing frameworks for model development that are both robust and efficient to iterate within.
- Integrate with data and compute infrastructure to optimize resource utilization and performance
- Implement automated testing and monitoring for ML models in production
- Maintain and iterate on our model registry and experiment tracking
- Co-design frameworks that support model experimentation, hyperparameter tuning, training, and deployment
- Partner with our Data Services team to incrementally improve our feature store and tie it to the EQ ontology
- Collaborate closely with data scientists to understand new model requirements and together implement solutions that are robust, validated, and scalable
- Collaborate with the Science Platform Simulation team to incorporate forecasting into physical and portfolio asset optimizations
- Familiarity with automated build, deployment, and orchestration tools such as CI/CD, Pants, Docker, Metaflow, Argo, and Kubernetes
- Experience building tools that support data scientists
Requirements
- Its increasingly renewable resource mix and demand-side changes require algorithmic management far beyond what was historically required.
- The minimum qualifications you'll need
- Proficiency and 5+ years experience in Python software development
- Strong understanding of data pipelines, ETL, and data infrastructure
- Experience with observability tooling like Grafana, Honeycomb, and Prometheus
- Experience with Databricks and Spark or Dagster
Compensation
- All roles, titles and compensation packages are tailored to the applicant, so apply anyways and tell us in your cover letter about your dream role.
Benefits
- Employee benefits include:
- Competitive base salary and a comprehensive medical, dental, vision, and 401k package
- Opportunity to own a significant piece of the company via a meaningful equity grant
- Unlimited vacation and flexible work schedule
- New colleagues will share our vision that a next-generation energy company must be built from the ground up on deep industry expertise combined with an unwavering commitment to modern digital approaches.
- Experience with common machine learning algorithms and libraries (xgboost, sklearn, pytorch, pandas, polars, pandera)
- Prior experience in operationalizing machine learning workflows
- We pride ourselves on our deeply empathetic & collaborative culture, honest and direct but respectful communication, and our balanced, flexible, and remote-first work environment.
Company info
- Our Science Platform enables our internal data scientists, as well as external customers, to develop, experiment with, deploy, and monitor forecasting and optimization models at scale.
- Partner with our Product and Customer Delivery teams to enable external customers to perform similar tasks to our internal scientists, with minimal code divergence and following security best practices
- We are now designing them better, and combining them in a holistic and novel way, to achieve global scale and climate impact.
- We're looking for collaborative, talented, passionate and resourceful folks to join our team and help us lay the foundation for our important mission and ambitious plan.
Equal opportunity
- equal opportunity employer that does not discriminate on the basis of race, gender, nationality, sexual orientation, veteran status, disability, age, or other legally protected status.
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This listing is sourced directly from Equilibrium Energy's careers page and normalized into a canonical job model.