09 Aug
|
Visara Human Capital Services
|
Bengaluru
09 Aug
Visara Human Capital Services
Bengaluru
Data Analyst Python | Machine Learning | Time Series Forecasting | Manufacturing
Experience: 5+ Years
Location: Bangalore
Employment Type: Full-Time
We are hiring an experienced Data Analyst with robust expertise in Python, Machine Learning, Statistical Analysis, and Time Series Forecasting for manufacturing analytics projects.
Key Responsibilities
- Collect, clean, and integrate data from SCADA, MES, ERP, Sensors, and IoT systems
- Build ETL/data pipelines using Python (Pandas, NumPy, SQLAlchemy)
- Perform EDA, statistical analysis, regression, correlation, and hypothesis testing
- Develop predictive models for equipment failure, quality prediction, anomaly detection, and process optimization
- Build advanced Time Series Forecasting models using XGBoost, LightGBM, Prophet, LSTM, or TCN
- Perform feature engineering and feature selection on industrial time-series datasets
- Create dashboards using Power BI, Plotly, or Dash
- Deploy, validate, and improve ML models for production environments
Mandatory Skills
- 5+ years of experience as a Data Analyst/Data Scientist
- Strong Python (Pandas, NumPy, Scikit-learn)
- SQL
- Machine Learning & Statistical Modeling
- Time Series Forecasting
- XGBoost / LightGBM / Prophet / LSTM / TCN
- Power BI / Plotly / Dash
- ETL & Data Pipelines
- Feature Engineering
- Regression, Correlation & Root Cause Analysis
- Git
- Manufacturing/Industrial Analytics exposure preferred
Preferred Experience
- Manufacturing / Process Industry / Smart Factory / Industry 4.0
- SCADA, MES, ERP or Sensor Data
- Predictive Maintenance
- Energy Analytics
📌 Data Analyst-Machine Learning,Time Series Forecasting,Manufacturing (Bengaluru)
🏢 Visara Human Capital Services
📍 Bengaluru