Senior Data Scientist

Overview

Senior Data Scientist role focused on statistical forecasting, machine learning and deep learning for market demand, sales and customer behavior, with industrial process experience valued.

What you'll do

• Develop and implement statistical forecasting models to predict future market demand, sales trends, and customer behavior.
• Utilize regression analysis techniques to understand the relationships between various factors and business outcomes.
• Collect, clean, and transform large datasets from internal databases, external APIs, and public data repositories.
• Engineer relevant features from raw data to improve model performance and extract meaningful insights.
• Develop and implement data pipelines for efficient data extraction, transformation, and loading (ETL).
• Develop and deploy machine learning models, including supervised and unsupervised learning algorithms (e.g., decision trees, random forests, support vector machines, neural networks).
• Explore and implement deep learning techniques, such as convolutional neural networks (CNNs), recurrent neural networks (RNNs), and generative adversarial networks (GANs), for complex tasks like image recognition, natural language processing, and time series forecasting.
• Train, validate, and evaluate machine learning models using appropriate metrics and techniques.
• Monitor model performance over time and implement necessary adjustments to maintain accuracy and effectiveness.
• Communicate model findings and insights to stakeholders in a clear and concise manner.

Nice to have

• Experience in HVAC, manufacturing, supply chain, SIOP, engineering, service operations, or related industrial processes.

Details

• Location: Building No: 12C, Floor 9,10,11, Building No: 12B - Stilt floor, Raheja Mindspace, Cyberabad, Madhapur, Hyderabad - 500081, Telangana, India.