AI/ML Lead

AI/ML Lead

Role: AI/ML Lead

Experience: 10+ Years

Location: Bangalore, India (Onsite)

Employment Type: Full-Time

Key Skills:

Google Vertex, AIML Algorithm, ML Pipeline, CX Agent, Google Commerce search, Python

Key Responsibilities:

• Design, develop, and deploy scalable machine learning models for travel & retail use cases such as:
• Personalized recommendations (hotels, destinations, packages)
• Price prediction and demand forecasting
• Route optimization (multi-city travel planning)
• Customer segmentation and behaviour analysis
• Build and maintain end to end ML pipelines (data ingestion preprocessing training evaluation deployment)
• Work with large datasets (structured and unstructured) including user behaviour, bookings, and search data
• Integrate ML models into production systems via APIs and microservices
• Collaborate with product, engineering, and business teams to translate requirements into ML solutions
• Implement experimentation frameworks (A/B testing) and continuously improve model performance
• Explore and integrate modern AI approaches such as:
• Generative AI (LLMs for travel assistants)
• RAG-based systems for conversational search
• Vector search and similarity-based retrieval

Required Skills & Qualifications:

• 46 years of experience in AI/ML or Data Science roles
• Experience working with Google CX Agent
• Experience working with Google Vertex ai and vector database
• Experience working with Google Commerce search.
• Strong hands-on experience in Python (NumPy, Pandas, Scikit-learn)
• Experience with at least one end-to-end ML project in production
• Solid understanding of ML algorithms.
• Regression, Classification, Clustering
• Recommendation Systems (Collaborative/Content-based)
• Experience with model deployment (Flask/FastAPI, Docker, APIs)
• Good understanding of data structures, algorithms, and statistics
• Experience working with databases (SQL/NoSQL)
• Understanding of models like co-sin similarity etc.
• Understanding coding agents architecture and implementation.