Senior Forecasting And Ml Engineer

Fluence Energy

Bangalore, India
5+ years forecasting model development experience
Python proficiency for feature engineering and modeling
Aws services including sagemaker lambda step functions
Fluence is a global market leader delivering intelligent energy storage and optimization software for renewables and storage across nearly 50 markets

Job Summary

  • Fluence is a global market leader delivering intelligent energy storage and optimization software for renewables and storage across nearly 50 markets.
  • The Senior Forecasting and ML Engineer will advance forecasting capabilities within the Mosaic platform to enable optimal participation in wholesale electricity markets.
  • Candidates must possess strong expertise in time series forecasting, stochastic processing models, and cloud infrastructure deployment using AWS and Kubernetes.

Matching Summary

Fluence is a global market leader delivering intelligent energy storage and optimization software for renewables and storage across nearly 50 markets.

Skills & Requirements

Must-have

  • 5+ years forecasting model development experience
  • Python proficiency for feature engineering and modeling
  • AWS services including SageMaker Lambda Step Functions
  • Docker containerization and Kubernetes orchestration
  • Probabilistic forecast scenario generation expertise
  • Electricity market dynamics analysis knowledge
  • CI/CD pipeline implementation experience

Nice-to-have

  • Experience with ensemble-based forecasting methods
  • Self-correcting model iteration capabilities
  • Cross-functional team collaboration skills
  • Mentoring junior team members
  • Agile/Lean product development background
  • Knowledge of deregulated electricity markets like CAISO PJM
  • Microservices architecture design experience

Key Requirements

  • Master's or PhD in Computer Science, Operations Research, or related field
  • 7+ years industry experience developing forecasting models
  • Advanced degree in Mathematics, Statistics, or Electrical Engineering preferred

Work Rights

Not specified

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