Data Scientist – Machine Learning
SMA Solar
full-time
Posted on:
Location Type: Office
Location: Bangalore • 🇮🇳 India
Visit company websiteJob Level
SeniorLead
Tech Stack
AWSAzureCloudGoogle Cloud PlatformPandasPythonPyTorchScikit-LearnTensorflow
About the role
- Develop Advanced Machine Learning Models Design, build, and deploy machine learning models for anomaly detection, prediction, and performance optimization across complex energy systems.
- Analyze and Interpret Large Datasets Explore vast amounts of operational and sensor data to uncover trends, detect anomalies, and generate actionable insights.
- Data Preparation and Visualization Clean, preprocess, and visualize time-series and event data to support effective model development and result interpretation.
- Integrate Models into Production Systems Collaborate with software engineers and cloud experts to deploy and monitor data science solutions in scalable, production-grade environments .
- Drive Innovation and Model Explainability Continuously enhance model transparency, interpretability, and performance through advanced algorithms, monitoring, and experimentation.
Requirements
- Experience of 8 years plus.
- Proficiency in Python and key data science libraries (e.g., pandas, scikit-learn, TensorFlow, PyTorch).
- Strong foundation in machine learning algorithms , statistics , and anomaly detection methods .
- Experience with cloud platforms (e.g., Azure, AWS, or GCP) and scalable data processing workflows.
- Skilled in data wrangling , feature engineering , and visualization tools such as Matplotlib or Plotly.
- Bachelor’s or Master’s degree in Computer Science, Mathematics, Engineering, or a related field (PhD a plus).
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
Pythonmachine learning algorithmsstatisticsanomaly detection methodsdata wranglingfeature engineeringdata visualizationTensorFlowPyTorchpandas
Certifications
Bachelor’s degreeMaster’s degreePhD