Senior Data ScientistMPIN
Senior Data ScientistMPIN
Posted on :
27-12-2024
Employer Active
1 Vacancy
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Job Description
Job Requirements:
- Working with stake holders from different business units to identify the business opportunities for leveraging the data to drive business solutions.
- Must have good knowledge of advanced statistical methods (automotive or manufacturing domain will be an added advantage). Mine and analyze data applying statistical methods as necessary discover the hidden patterns and viewing experiences to identify critical data insights.
- Develop customized ML/AI algorithms for the customers so that they are suited 100% to the requirements
- Develop reusable AI/GenAI/ML/Statistical models that can be scaled to multiple businesses with minimum customization.
- Translate analytic insights into concrete actionable recommendations for business or product improvement.
- Partner closely with product and engineering leaders throughout the lifecycle of project. Ensure that necessary data is captured; analytic needs are welldefined up front and coordinate the analytic needs.
- Independently handle the products/projects and provide technical directions to the other team members.
- Develop dashboards using software like Tableau PowerBI etc. to share algorithm results to end users
- Strong interpersonal and communication skills: ability to tell a clear concise actionable story with data to folks across various levels of the company.
- Technical directions to junior in team like to sort the respective task for appropriate team members mentoring them technically etc.
Qualifications :
Experience: 4 7 yrs
Education Requirements:
Masters from a reputed Indian institutes in the area of Statistics Machine Learning Computer Science etc.
Additional Information :
Technical Skills
- Expertise in cutting edge technologies in applied deep learning Machine learning and AI in one or more of the following fields
- Supply chain analytics: Inventory Optimization demand forecasting
- Sales Domain : Recommendation systems Customer Segmentation Price Elasticity
- Manufacturing analytics : Root cause analysis s reduction cycle time reduction warranty analytics
- Computer Vision
- 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 meanvariance kmeans nearestneighbor outlier techniques and correlate anomalous sequences of events.
- Proven track record and experience with machine learning algorithms such as
- Multivariate Regression classification models clustering algorithms support vector machine decision tree random forest neural network etc.
- 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.
Remote Work :
No
Employment Type :
Fulltime
Employment Type
Full-time
Key Skills
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