Data Analyst-Machine Learning,Time Series Forecasting,Manufacturing

Data Analyst Python | Machine Learning | Time Series Forecasting | Manufacturing

Experience: 5+ Years

Location: Bangalore

Employment Type: Full-Time

Job Description

We are hiring an experienced Data Analyst with strong 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