AI/ML Engineer
DataZymes Analytics Pvt. Ltd.over 1 year ago
Bengaluru, IndiaSenior
Responsibilities
- Develop and fine-tune deep learning and generative AI models using Python.
- Design LLM prompts, embeddings, retrieval-augmented systems, and agentic applications.
- Build scalable, production-ready ML code and optimize model inference.
- Develop ML pipelines for text classification, summarization, and chat agents.
- Deploy models through APIs using Docker, Kubernetes, AWS services, and GCP services.
- Apply MLOps and CI/CD practices to production machine learning systems.
- Work with SQL and NoSQL databases, Snowflake, and Databricks.
Requirements
- At least 3 years of work experience in Python programming for AI/ML, deep learning, and generative AI model development.
- At least 6 years of experience deploying models with Docker, Kubernetes, AWS Bedrock, SageMaker, and GCP Vertex AI through APIs.
- Proficiency with TensorFlow, PyTorch, Hugging Face Transformers, and LangChain.
- Hands-on experience with NLP, LLM prompt design and fine-tuning, embeddings, vector databases, and agentic frameworks.
- Strong understanding of machine learning algorithms, probability, and optimization techniques.
- Familiarity with RAG, CAG, RIG, and LoRA fine-tuning.
- Experience developing ML pipelines for text classification, summarization, and chat agents.
- Prior experience with SQL and NoSQL databases, Snowflake, and Databricks.
Tech Stack
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