
Senior Machine Learning Engineer
6 hours ago
We are seeking a highly skilled AI/ML Engineer to join our team in Pune. The ideal candidate will have expertise in designing, developing, and deploying state-of-the-art machine learning models with a focus on Generative AI.
- Main Responsibilities:
- Design, develop, and deploy scalable ML solutions using large language models (LLMs) and RAG architecture.
- Implement and optimize prompt engineering, embeddings, vector databases, and retrieval mechanisms.
- Develop APIs and services to integrate AI solutions into production systems.
- Collaborate with data engineers, product managers, and other stakeholders to define technical requirements.
- Continuously evaluate and improve model performance and accuracy.
- Stay updated with the latest research and developments in GenAI, NLP, and ML.
Required Qualifications & Skills:
- A degree in Computer Science, AI, Data Science, or related field is required.
- Strong programming skills in Python, including use of libraries like TensorFlow, PyTorch, Hugging Face Transformers, LangChain, etc.
- Experience with LLMs (GPT, LLaMA, Claude, etc.) and RAG frameworks.
- Hands-on experience with vector databases (e.g., FAISS, Pinecone, Weaviate).
- Solid understanding of NLP, embeddings, tokenization, and attention mechanisms.
- Familiarity with APIs, RESTful services, and cloud deployment (AWS/GCP/Azure).
- Strong foundation in data structures, algorithms, and ML workflows.
Preferred Qualifications:
- A Ph.D. in a relevant field is preferred.
- Experience deploying LLMs in production environments is preferred.
- Contributions to open-source GenAI projects or research publications are preferred.
- Knowledge of MLOps and CI/CD for ML pipelines is preferred.
- Experience with Kubernetes, Docker, or other containerization tools is preferred.
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