Job Description
Tide is seeking a talented and experienced Lead Data Scientist (Gen AI) to join their innovative team in India. This role involves contributing to the development and implementation of advanced AI solutions, with a focus on generative AI projects. The Lead Data Scientist will work with product, engineering, and business teams to understand requirements and implement effective AI solutions.
The role involves:
- Implementing generative AI solutions leveraging AWS Bedrock and Databricks.
- Applying expertise in generative AI, LLMs, and related technologies.
- Collaborating with cross-functional teams to understand requirements.
- Conducting thorough exploratory data analysis and handling data quality issues.
- Building and tuning generative AI models using frameworks like LangChain and LangGraph.
- Implementing intent detection systems combining LLMs with data analysis techniques.
- Developing components for generating structured responses by combining AI with business rules.
- Creating clear documentation and sharing knowledge with team members.
- Thoroughly testing generative AI applications to ensure they meet requirements and quality standards.
Requirements for this role include:
- 6+ years of experience in data science, machine learning, or related field.
- 1+ years of hands-on experience with generative AI, large language models (LLMs), or natural language processing.
- Strong proficiency in Python and SQL for data retrieval and processing.
- Solid understanding of statistics, hypothesis testing, and probability distributions.
- Experience with LangChain, LangGraph for implementing AI workflows.
- Understanding of prompt engineering, RAG (Retrieval Augmented Generation), and fine-tuning techniques for LLMs.
- Experience implementing intent detection systems using generative AI.
- Familiarity with rule-based systems to augment AI capabilities.
- Experience with cloud platforms, particularly AWS services.
- Familiarity with Knowledge Graphs for LLM use cases.
- Knowledge of evaluation approaches for generative AI outputs.
- Experience with Databricks or similar data processing platforms.
Tide offers:
- Competitive salary
- Self & Family Health Insurance
- Term & Life Insurance
- OPD Benefits
- Mental wellbeing through Plumm
- Learning & Development Budget
- WFH Setup allowance
- 15 days of Privilege leaves
- 12 days of Casual leaves
- 12 days of Sick leaves
- 3 paid days off for volunteering or L&D activities
- Stock Options