Principal Tech Lead for Generative AI solutions at Ameriprise India LLP. Leading design, development, and deployment of advanced AI systems in collaborative environment.
About the role
- Gen AI Engineer responsible for analyzing and modeling organizational data for AI at Elevance Health. Collaborating on custom ML, NLP, and LLM model development and deployment.
Responsibilities
- Analyzing and modeling organizational data for the Artificial Intelligence (AI) function to draw business insights.
- Applies data extraction, transformation and loading techniques to connect large data sets from various sources.
- Develop roadmap and strategy for NLP, LLM, Gen AI model development and lifecycle implementation.
- Responsible for the design and development of custom ML, Gen AI, NLP, LLM Models for batch and stream processing-based AI ML pipelines including data ingestion, preprocessing modules, search and retrieval, Retrieval Augmented Generation (RAG).
- Work closely with the MLOps team to create and maintain robust evaluation solutions and tools to evaluate model performance, accuracy, consistency, reliability, during development and UAT.
- Identify and implement model optimizations to improve system efficiency.
- Collaborate closely with MLOps, product teams, business stakeholders, machine learning engineers, and software engineers for deploying machine learning models into production environments.
Requirements
- Requires a Bachelor’s degree in a highly quantitative field (Computer Science, Machine Learning, Operational Research, Statistics, Mathematics, etc.) or equivalent degree and 4 or more years of experience
- Advanced Python proficiency
- 4+ years of professional hands-on experience leveraging large sets of structured and unstructured data to develop data-driven tactical and strategic analytics and insights using ML, NLP, and computer vision solutions.
- Demonstrated 4+ years hands-on experience with Python, SQL, Hugging Face, TensorFlow, Keras, PyTorch, and Spark.
- Experience with GCP/AWS cloud platforms.
- Strong knowledge of and measurable hands-on experience with developing or tuning Large Language Models (LLM) and Generative AI (GAI)
- Experience with NLP, LLMs (extractive and generative), fine-tuning and LLM model development.
- Experience developing and optimizing high-quality prompts for NLP applications.
- Excellent written & verbal communication and stakeholder management skills.
- 4+ years project leadership experience including Agile project management, Scaled Agile Frameworks (SAFE).
Benefits
- merit increases
- paid holidays
- Paid Time Off
- incentive bonus programs
- medical benefits
- dental benefits
- vision benefits
- short and long term disability benefits
- 401(k) +match
- stock purchase plan
- life insurance
- wellness programs
- financial education resources
Job title
Job type
Experience level
Salary
Not specified
Degree requirement
Tech skills
Location requirements
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