Senior AI/ML EngineerOptum • Haryāna, Republic Of India, IN

Senior AI / ML Engineer

Optum • Haryāna, Republic Of India, IN

1 day ago

Job description

Role :

Senior AIML Engineer is responsible for designing and implementing an AI focused architecture involving different data sources (pdfs, excels, macros, APIs, etc) prepared for different models (ML,GenAI and LLMs) that work in a cohesive way for various use cases for the consumers.

Engineer will also be responsible for finding AIML opportunities and implementing AI / ML solutions within Sales and Digital space to improve / enhance user experience, automate manual process and make predictive analysis in consumer journey and support with competitive analysis and study. The candidate should be proficient in Python and have a strong understanding of AI / ML concepts and techniques.

Key Responsibilities :

Design, develop, and implement AI / ML models to solve complex business problems
Collaborate with cross-functional teams to identify opportunities for AI / ML integration
Conduct data analysis and interpret results to drive decision-making
Stay current with the latest trends and advancements in the field of AI / ML

Job Qualification : Required Skills :

Bachelor’s / Master Degree in Computer Science / Information Technology or related field

Minimum 12 or more years IT of experience with strong hands-on experience.

6+ years of experience in Python using common data science libraries such as scikit-learn and Databricks

3+ years of experience applying NLP (transformers, gpt,etc) in a production setting using large amounts of data

3+ years of experience applying LLMs (RAG, vector db, embeddings) to solve real world problems

Experience applying data science techniques in a commercial enterprise, including supervised, unsupervised learning, NLP, time-series forecasting and other statistical analyses

Experience building APIs for the models

Good experience with one of the cloud platforms (Azure, AWS or GCP). Having Azure cloud experience is more preferred.

Strong written & verbal communication skills;

including the ability to present detailed analyses to a broad audience

Organized self-starter, with drive and commitment;

able to work with little supervision

Strong analytical, quantitative, problem-solving, and critical thinking skills

Must Haves-

🧠 Machine Learning (ML)- use of Standardization vs Normalization, decision tree for making Predictions, tree-based model over a linear model, boosting .

🤖 GenAI - RAG, c hunking affect its performance, building GenAI applications using code

🐍 Python - list and a tuple, reverse a string in Python, decorator.

Nice-to-Have :

Experience using vision and speech models in GenAI

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Senior Engineer Aiml • Haryāna, Republic Of India, IN

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