Weekday (YC W21)
Website:
weekday.works
Job details:
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
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