Overview
**Must have good knowledge of advanced statistical methods (automotive or manufacturing domain will be an added advantage).
Technical Skills:
- Expertise in cutting edge technologies in applied deep learning, Machine learning and AI in one or more of the following fields
o Supply chain analytics: Inventory Optimization, demand forecasting,
o Sales Domain : Recommendation systems, Customer Segmentation, Price Elasticity
o Manufacturing analytics : Root cause analysis, scrap reduction, cycle time reduction, warranty analytics
o Computer Vision
o Gen AI : RAG, Agentic RAG, Graph RAG, Chain of Thoughts, Tree of Thoughts, Content Extraction, Content summarization, Chat application, LangChain
- Strong expertise in Python
- Work experience in preparing data which includes preprocessing, feature selection, imputation, cleansing, transformation using Python
- Work experience in data exploration techniques, such as, mean-variance, k-means, nearest- neighbor, outlier techniques, and correlate anomalous sequences of events.
- Proven track record and experience with machine learning algorithms such as
o Multivariate Regression, classification models, clustering algorithms, support vector machine, decision tree, random forest, neural network etc.
o DOE, Forecasting, Segmentation, Uncertainty Analysis etc.
- Work experience in development of API, Web applications using Flask/Django will be an added advantage.
- Model deployment knowledge in Azure / AWS, etc. will be an advantage
- Deployment experience with Docker, CI & CD will be an advantage.
Job Types: Full-time, Permanent
Pay: ₹2,000,000.00 - ₹2,400,000.00 per year
Schedule:
- Day shift
- Monday to Friday
- Morning shift
Experience:
- ML/AI algorithms: 5 years (Required)
- AI/GenAI/ML/Statistical models: 5 years (Required)
- Supply chain analytics: 3 years (Required)
- Computer vision: 3 years (Required)
- Flask/Django: 3 years (Required)
License/Certification:
- Bachelor’s degree in Statistics, Applied Mathematics, CSE (Preferred)
- Certification in areas of Data Science, ML, AI and Gen AI (Preferred)
- Masters in the area of Statistics, Machine Learning, CSE (Required)
Work Location: In person
Application Deadline: 03/04/2025