Posted on: 01/12/2025
Description : We're currently hiring for Data Scientist roles with a focus on Generative AI, and your background stood out as a strong match.
Here are a few highlights of the role :
- Position : Data Scientist Gen AI
- Experience : 6 to 8 years
- Openings : 6
- Location : Electronic City, Bangalore (5 days work from office)
- Key Skills : Python, Machine Learning, Gen AI (RAG, LangChain, Tree of Thoughts), Computer Vision, Supply Chain & Manufacturing Analytics
- Preferred Background : Bachelor's/Masters in Statistics, Computer Science, or related fields; certifications in AI/ML/Gen AI are a plus
This role offers the chance to work on large-scale, high-impact projects across domains like manufacturing, sales, and supply chain, with a strong focus on building scalable, reusable AI solutions.
Job description :
Job Responsibilities :
- Apply advanced statistical methods to mine and analyze data, especially in automotive or manufacturing domains (preferred)
- Discover hidden patterns and insights to drive business decisions
- Design and implement customized ML/AI algorithms tailored to client-specific requirements
- Build scalable, reusable models across AI, Gen AI, ML, and statistical domains
- Translate analytical insights into actionable recommendations for product or business improvement
- Collaborate with product and engineering teams throughout the project lifecycle
- Ensure proper data capture and alignment of analytical goals
- Develop and maintain dashboards using tools like Tableau, Power BI, etc.
Technical Skills & Expertise :
- Strong command of Python for data preprocessing, feature engineering, imputation, cleansing, and transformation
- Experience with data exploration techniques : mean-variance, k-means, nearest neighbor, outlier detection, and anomaly correlation
- Proven experience with ML algorithms :
a. Multivariate Regression
b. Classification Models
c. Clustering Algorithms
- Expertise in one or more of the following domains :
- Supply Chain Analytics : Inventory optimization, demand forecasting
- Sales Analytics : Recommendation systems, customer segmentation, price elasticity
- Manufacturing Analytics : Root cause analysis, scrap reduction, cycle time reduction, warranty analytics
- Computer Vision
- Generative AI : RAG, Agentic RAG, Graph RAG, Chain of Thoughts, Tree of Thoughts, content extraction/summarization, chat applications, LangChain
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