





Popular ML/AI title, mid-level experience, Bangalore metro, and broad LLM/Python skill requirements increase competition.
ML/LLM production skills are moderately transferable across industries but require specific technical ML experience.
Explicit minimum experience plus mandatory LLM production and Python/ML skills create strict technical filters.
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Integrate AI/ML models into products and services and support ML model quality through data processing, cleaning, and retraining.
Develop complex solution packages along with release and adoption strategies to support internal teams.
Participate in design discussions to improve existing products or develop new features, aiming to broaden ML service delivery ownership.
Minimum of 3 years experience in machine learning and/or data engineering projects with successful project delivery.
Proven experience implementing LLM-based solutions in production environments.
Proficiency in Python and data wrangling libraries such as Pandas.
Good understanding of standard ML algorithms, software design principles, algorithms, and data structures.
Candidate with strong technical expertise in ML model integration and productionization, especially LLM implementations.
Comfortable working in collaborative, multidisciplinary teams contributing to both development and design discussions.
Able to rapidly learn new technologies and communicate complex technical concepts clearly in English.