Data Scientist – Machine Learning
SMA Solar
AWSAzureCloudGoogle Cloud PlatformPandasPythonPyTorchScikit-LearnTensorflow
Data Scientist – Portal Services
SMA Solar
full-time
Posted on:
Location Type: Office
Location: Bangalore • 🇮🇳 India
Visit company websiteJob Level
SeniorLead
Tech Stack
AWSAzureCloudGoogle Cloud PlatformNumpyPandasPythonScikit-Learn
About the role
- Develop and Implement Optimization Models Design, develop, and maintain advanced optimization algorithms to improve energy management and operational efficiency, using methods such as mathematical programming (MILP).
- Analyze and Interpret Complex Datasets Work with large and diverse data sources to extract meaningful insights, support model calibration, and guide decision-making through data visualization and statistical evaluation.
- Integrate Data Science Solutions into Production Collaborate with software engineers, cloud architects, and domain experts to embed models into scalable cloud environments, ensuring stability and performance.
- Enhance Automation and Model Performance Continuously monitor, evaluate, and optimize the performance of deployed models while ensuring maintainability and transparency.
- Collaborate in Cross-functional, Agile Teams Work in an agile, collaborative environment, contributing your data science expertise to strategic projects and supporting knowledge sharing across teams.
Requirements
- Strong experience of 10 years plus in Python and libraries such as pandas, NumPy, scikit-learn, or Pyomo for data analysis and modeling.
- Solid understanding of optimization techniques, particularly mixed-integer linear programming (MILP) or related methods.
- Hands-on experience working in cloud platforms (e.g., AWS, Azure, or GCP) and with scalable deployment pipelines.
- Familiarity with data exploration, processing, and visualization tools to derive actionable business insights.
- Bachelor’s or Master’s degree in Computer Science, Mathematics, Engineering, or a related field.
Benefits
- Flexible working hours
- Work-life-balance
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
PythonpandasNumPyscikit-learnPyomomixed-integer linear programmingoptimization techniquesdata analysisdata visualizationstatistical evaluation
Soft skills
collaborationcommunicationagile methodologyknowledge sharingproblem-solving