Data Scientist-Advanced Analytics
IBM
Date: 12 hours ago
City: Kolkāta, West Bengal
Contract type: Full time
Introduction
In this role, you'll work in one of our IBM Consulting Client Innovation Centers (Delivery Centers), where we deliver deep technical and industry expertise to a wide range of public and private sector clients around the world. Our delivery centers offer our clients locally based skills and technical expertise to drive innovation and adoption of new technology
Your Role And Responsibilities
Master's Degree
Required Technical And Professional Expertise
In this role, you'll work in one of our IBM Consulting Client Innovation Centers (Delivery Centers), where we deliver deep technical and industry expertise to a wide range of public and private sector clients around the world. Our delivery centers offer our clients locally based skills and technical expertise to drive innovation and adoption of new technology
Your Role And Responsibilities
- Scale an existing RAG code base for a production grade AI application Requirements: Proficiency in Prompt Engineering, LLMs, and Retrieval Augmented Generation Programming languages like Python or Java Experience with vector databases
- Experience using LLMs in software applications, including prompting, calling, and processing outputs
- Experience with AI frameworks such as LangChain
- Troubleshooting skills and creative in finding new ways to leverage LLM Experience with Azure
- Proof of Concept (POC) Development: Develop POCs to validate and showcase the feasibility and effectiveness of the proposed AI solutions. Collaborate with development teams to implement and iterate on POCs, ensuring alignment with customer requirements and expectations.
- Help in showcasing the ability of Gen AI code assistant to refactor/rewrite and document code from one language to another, particularly COBOL to JAVA through rapid prototypes/ PoC
- Documentation and Knowledge Sharing: Document solution architectures, design decisions, implementation details, and lessons learned. Create technical documentation, white papers, and best practice guides. Contribute to internal knowledge sharing initiatives and mentor new team members.
- Industry Trends and Innovation: Stay up to date with the latest trends and advancements in AI, foundation models, and large language models. Evaluate emerging technologies, tools, and frameworks to assess their potential impact on solution design and implementation.
- Experience in python and pyspark will be added advantage
Master's Degree
Required Technical And Professional Expertise
- Strong programming skills, with proficiency in Python and experience with AI frameworks such as TensorFlow, PyTorch, Keras or Hugging Face. Understanding in the usage of libraries such as SciKit Learn, Pandas, Matplotlib, etc. Familiarity with cloud platforms (e.g. Kubernetes, AWS, Azure, GCP) and related services is a plus.
- Experience and working knowledge in COBOL & JAVA would be preferred
- Having experience in Code generation, code matching & code translation Prepare the effort estimates, WBS, staffing plan, RACI, RAID etc. .
- Excellent interpersonal and communication skills. Engage with stakeholders for analysis and implementation. Commitment to continuous learning and staying updated with advancements in the field of AI.
- Demonstrate a growth mindset to understand clients' business processes and challenges
- Pyspark, SQL, Python Job Description : Classical ML Model (either machine learning or deep learning) building experience with feature creation (not PoC experience)"
- Ability to communicate with internal and external clients to understand and define business needs, providing analytical solutions
- Ability to communicate results to technical and non-technical audiences
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