13 Aug
|
Object Technology Solutions
|
Hyderabad
13 Aug
Object Technology Solutions
Hyderabad
Job Description:
Role : Senior Data Scientist
Location : Hyderabad(Work from Office)
Job Type : Full Time
Experience : 7+ Years
We are seeking an experienced Senior Data Scientist to lead the development of predictive analytics and time series forecasting models. The role will focus on building models that support decisions related to demand planning, inventory, pricing, capacity, resource allocation, risk identification, and operational performance.
The ideal candidate should be comfortable owning the full model lifecycle — from data exploration, feature engineering and model development to validation, deployment support, monitoring, retraining and business interpretation.
Key Responsibilities
1. Forecasting and Model Development
- Design, build and optimize time series forecasting models to predict business metrics such as demand, sales, inventory, pricing, capacity, volume or operational risk.
- Develop forecasting models using methods such as ARIMA/SARIMA, SARIMAX, Exponential Smoothing, Prophet-style models, regression-based forecasting and state-space models.
- Build advanced machine learning and deep learning forecasting models using approaches such as XGBoost, LightGBM, LSTM, TCN, DeepAR, N-BEATS, N-HiTS and Transformer-based models.
- Handle time series challenges such as trend shifts, seasonality, holiday effects, autocorrelation, sparse data, missing values and outliers.
- Implement hierarchical forecasting to maintain consistency between granular-level forecasts and aggregate-level business forecasts.
2. Predictive Analytics and Machine Learning
- Build complementary predictive models for classification, regression, anomaly detection and risk scoring.
- Perform exploratory data analysis and identify patterns, drivers and business-relevant insights.
- Engineer features from transactional, operational, external, geospatial, pricing or event-based datasets.
- Support experimentation, backtesting and causal analysis where required.
3. Model Validat
📌 Senior Data Scientist (Hyderabad)
🏢 Object Technology Solutions
📍 Hyderabad