Algorithms & Infrastructure Software Engineer – Battery

Frontdoor Defense; Austin (TX); Presencial; USD 140 000 - 190 000; Tempo integral

Resumo da oferta

Base is building an automated decision platform for battery dispatch and market participation. As a Software Engineer on the Markets team, you will develop the simulators, models, and trading-strategy systems that power real-time and longer-horizon decisions for a fleet of batteries.

You’ll ship production decision infrastructure with backtest automation and advanced ML methods, impacting both dispatch performance and profitability.

Qualificações

• Ability to define success for ambiguous problems with multiple objectives.
• Ownership mindset: own outcomes.
• Hands-on AI/ML and HPC infra experience on cloud platforms (AWS/GCP/Azure) or specialized ones like Modal/Beam.

Responsabilidades

• Design, build, and maintain the infrastructure, simulators, models, and trading strategies.
• Collaborate with utilities, fleet, and market teams across geographies.
• Automate backtests and release processes to avoid regressions in energy arbitrage policy behavior.
• Build monitoring, alerting, and reporting for automated decision processes.
• Improve battery dispatch and control policies.
• De-risk and maintain ML-based methods for automated decisions.

Conhecimentos

ML/DL experience

Cloud experience

MLOps

Python

Systems design

Ferramentas

Modal

Beam

Backtesting frameworks

Descrição da oferta de emprego

Base is building an automated decision platform for battery dispatch and market participation. As a Software Engineer on the Markets team, you will develop the simulators, models, and trading-strategy systems that power real-time and longer-horizon decisions for a fleet of batteries.

You’ll ship production decision infrastructure with backtest automation and advanced ML methods, impacting both dispatch performance and profitability.