Ai engineer
4 weeks ago
Location: Bangalore (Hybrid – 2 Days Office)
Experience: 5+ Years
Company: [Your Company Name]
About the Role:We are seeking an experienced AI Engineer with strong expertise in Python, Machine Learning, and Generative AI (GenAI). The ideal candidate will have hands-on experience with Large Language Models (LLMs), vector databases, and cloud-native deployments. You’ll design, develop, and deploy AI-powered systems that are scalable, high-performing, and seamlessly integrated across platforms.
Key Responsibilities:- Design, develop, and deploy scalable AI/ML systems and intelligent services.
- Build robust APIs and back-end components integrating LLMs, embeddings, and vector databases (FAISS, Pinecone, etc.).
- Fine-tune and optimize AI/ML models for specific business use cases.
- Develop reusable, efficient Python code to support AI workflows.
- Integrate user-facing elements with AI-driven back-end logic.
- Ensure high performance, reliability, and responsiveness of AI services.
- Collaborate cross-functionally with data scientists, DevOps, and product teams.
- Work with Docker and manage deployments on AWS (EC2, S3, Lambda, SageMaker).
- Implement and maintain CI/CD pipelines for continuous integration and delivery.
- Monitor and enhance AI systems in production for optimal performance.
- Mentor junior developers and foster an AI-first engineering culture.
- Stay updated with the latest AI research, tools, and industry trends.
✅ Proven experience as an AI/ML Engineer or similar role.
✅ Strong command of Python and frameworks like PyTorch, TensorFlow, or Hugging Face Transformers.
✅ Hands-on with GenAI, LLMs, embeddings, and vector databases (FAISS, Pinecone, etc.).
✅ Knowledge of RAG (Retrieval-Augmented Generation) and prompt engineering.
✅ Experience with model fine-tuning, deployment, and inference optimization.
✅ Proficiency in FastAPI or similar modern Python frameworks.
✅ Knowledge of ORMs (SQLAlchemy) and database design (SQL & NoSQL).
✅ Solid experience with Docker and container orchestration.
✅ Strong understanding of AWS cloud services (EC2, S3, Lambda, SageMaker).
✅ Familiarity with authentication, authorization, and API security.
✅ Basic front-end understanding (HTML5, CSS3, JavaScript) – a plus.
✅ Strong grasp of performance optimization, distributed systems, and scalable architectures.
✅ Proficiency with Git, version control, unit testing, and debugging.
✅ Bachelor’s or Master’s in Computer Science, AI, Data Science, or related field.
✅ Excellent problem-solving, communication, and teamwork skills.
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