AIML Architect

2 days ago

Bengaluru, India IQVIA Full time
Work Experience: 8 to 13 Years
Work location: Bengaluru/Kochi
Work Mode: Hybrid
Must Have Skills: Machine Learning, LLM, Architecture
Job Overview
Develop and implement fit for purpose AIML models, algorithms, foundation models to address pharma/healthcare applications. Transition innovative prototypes into production-grade solutions, including automation engines and client-ready deliverables. Evaluate model viability and scalability to ensure successful deployment. Rapidly translate research concepts into real-world applications at scale. Lead the design, testing, and delivery of solutions from post-prototype stages through to final client implementation.
Essential Functions
Assists with the ongoing development and implementation of an enterprise architecture, including presenting business cases and strategic release plans to senior leadership.
Collaborates with product development to align IT strategy with business goals, ensuring long-term capability and process improvements within the enterprise framework.
Engages in cross-functional teams, offering technical and system expertise, and may act as a consultant on system design and implementation.
Stays up to date with emerging technologies, identifies opportunities for innovation, and leads or participates in R&D projects using standard project management practices.
Provides guidance and mentorship to junior architects and business analysts, fostering growth and knowledge sharing within the team.
Key Technical Skills
Strong experience in Natural Language Processing, Machine Learning, and Deep Learning, including transforming natural language into features and applying the right algorithms and tools.
Deep knowledge of Generative AI and Large Language Models, including fine-tuning, deployment strategies, and extending ML frameworks for NLP tasks.
Proven ability to write scalable, maintainable code with experience in unit testing (e.g., Pytest) and understanding of Python’s multi-process architecture and threading limitations.
Skilled in working with REST APIs and frameworks like Flask, FastAPI, and optionally Django or Pyramid.
Familiarity with advanced NLP concepts such as Named Entity Recognition (NER) and Knowledge Graphs.
Educational Qualification: BTech/BE/MTech/ME

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