AIML Architect

This role is for one of the Weekday's clients

Salary range: Rs 5000000 - Rs 6000000 (ie INR 50-60 LPA)

Min Experience: 12+ years

Location: Bengaluru, Hyderabad

JobType: full-time

Requirements

Principal AIML Architect

Over 12 years of experience in software engineering, including more than 8 years focused on AI/ML systems

Proficient in Python with practical expertise in managing the complete ML lifecycle

Essential: Expertise in architectural design and process workflows for building scalable AI/ML systems

Develop Generative AI solutions such as LLMs, Retrieval-Augmented Generation (RAG), and multi-agent frameworks

Build, train, fine-tune, and enhance ML and LLM models for optimal performance

Implement MLOps practices including CI/CD pipelines, monitoring, model retraining, and drift detection

Hands-on experience with frameworks and libraries like PyTorch, TensorFlow, scikit-learn, LangChain, and LlamaIndex

Work extensively with vector databases such as FAISS, Pinecone, and Milvus, as well as embedding techniques

Deploy solutions via APIs, batch processing, and streaming across cloud platforms including AWS, Azure, and GCP

Provide mentorship to teams, engage collaboratively with stakeholders, and lead innovation initiatives

Required Skills: Python, AI/ML System Architecture and Design, Scalable Process Workflows, Production-level ML Development, Large Language Models and Generative AI, RAG Pipelines, Prompt Engineering, Model Training and Optimization, MLOps (CI/CD, Monitoring, Drift Detection), Model Deployment (API/Batch/Streaming), PyTorch, TensorFlow, scikit-learn, LangChain, LlamaIndex, Vector Databases (FAISS, Pinecone, Milvus), Embeddings and Retrieval Systems, Cloud Platforms (AWS, Azure, GCP), Scalable System Architecture, SQL and NoSQL Databases