Data Science Manager
2 days ago
Position :
Data Science Manager
Experience :
5 - 8 yr
Location :
Chennai
Working Mode :
Hybrid
Skills
: 5yr hand on experience in Data Science, AI, Gen AI
Responsibilities
- Implement the complete analytical section of the product based on the defined functional scope, including necessary documentation and prototypes.
- Extract, collate, and cleanse data from various entities.
- Identify suitable databases (SQL/NoSQL) for data storage and various technology stacks and libraries for data analysis and processing.
- Implement industry-standard statistical models with Machine Learning and Deep Learning algorithms, incorporating predictive and auto-learning capabilities.
- Identify meaningful insights and foresights from data and metadata sources based on the models.
- Interpret and communicate findings to the product manager to derive more business strategies.
- Visualize various dimensions of data for both web and mobile platforms.
- Showcase output through demos, prototypes, and working systems in regular review meetings.
- Continuously refine models for accuracy.
- Analyze, review, and track trends and tools in Data Sciences, Machine Learning, Artificial Intelligence, and Augmented Intelligence, and appropriately apply these learnings to the product.
- Interface the analytical system with transaction systems for both information reporting and to process actionable items derived through analytics.
- Ensure Quality, Security, Performance, Scalability, Reliability, and Availability are key factors in the implementation of the analytics system.
- Deploy and train various Large Language Models (LLMs) for AI agents and domain-specific applications.
- Implement Retrieval Augmented Generation (RAG) pipelines along with Vector databases to enhance the intelligence of LLMs and agent performance.
- Stay up-to-date with advancements in AI, including emerging LLM architectures and agentic AI frameworks and technologies.
Qualifications
- Bachelor's or Master's degree in Computer Science, Data Science, Statistics, or a related quantitative field.
- 5-7 years of experience in data science, with a proven track record of leading and implementing data science projects.
- Strong expertise in statistical modeling, machine learning, and deep learning algorithms.
- Proficiency in programming languages such as Python or R.
- Experience with SQL/NoSQL databases and big data technologies.
- Familiarity with data visualization tools.
- Experience with LLMs, RAG pipelines, and vector databases is highly desirable.
- Excellent communication and interpersonal skills, with the ability to interpret and present complex data insights to non-technical
stakeholders.
- Ability to work independently and collaboratively in a fast-paced environment.
- Experience in the banking domain is an added advantage.
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