Posted:1 day ago|
Platform:
On-site
Full Time
You’ll Do
• Architect, build, and optimize production-grade Generative AI applications
using modern frameworks such as LangChain, LlamaIndex, Semantic Kernel,
or custom orchestration layers.
• Lead the design of Agentic AI frameworks (Agno, AutoGen, CrewAI etc.),
enabling intelligent, goal-driven workflows with memory, reasoning, and
contextual awareness.
• Develop and deploy Retrieval-Augmented Generation (RAG) systems
integrating LLMs, vector databases, and real-time data pipelines.
• Design robust prompt engineering and refinement frameworks to improve
reasoning quality, adaptability, and user relevance.
• Deliver high-performance backend systems using Python (FastAPI, Flask, or
similar) aligned with SOLID principles, OOP, and clean architecture.
• Own the complete SDLC, including design, implementation, code reviews,
testing, CI/CD, observability, and post-deployment monitoring.
• Use AI-assisted environments (e.g., Cursor, GitHub Copilot, Claude Code) to
accelerate development while maintaining code quality and maintainability.
• Collaborate closely with MLOps engineers to containerize, scale, and deploy
models using Docker, Kubernetes, and modern CI/CD pipelines.
• Integrate APIs from OpenAI, Anthropic, Cohere, Mistral, or open-source
LLMs (Llama 3, Mixtral, etc.).
• Leverage VectorDB such as FAISS, Pinecone, Weaviate, or Chroma for
semantic search, RAG, and context retrieval.
• Develop custom tools, libraries, and frameworks that improve development
velocity and reliability across AI teams.
• Partner with Product, Design, and ML teams to translate conceptual AI
features into scalable user-facing products.
• Provide technical mentorship and guide team members in system design,
architecture reviews, and AI best practices.
• Lead POCs, internal research experiments, and innovation sprints to explore
and validate emerging AI techniques.
• 7–12 years of total experience in software development, with at least 3 years
in AI/ML systems engineering or Generative AI.
• Python experience with strong grasp of OOP, SOLID, and scalable
microservice architecture.
• Proven track record developing and deploying GenAI/LLM-based systems in
production.
• Hands-on work with LangChain, LlamaIndex, or custom orchestration
frameworks.
• Deep familiarity with OpenAI, Anthropic, Hugging Face, or open-source LLM
APIs.
• Advanced understanding of prompt construction, optimization, and
evaluation techniques.
• End-to-end implementation experience using vector databases and retrieval
pipelines.
• Understanding of MLOps, model serving, scaling, and monitoring workflows
(e.g., BentoML, MLflow, Vertex AI, AWS Sagemaker).
• Experience with GitHub Actions, Docker, Kubernetes, and cloud-native
deployments.
• Are obsessed with clean code, system scalability, and performance
optimization.
• Can balance rapid prototyping with long-term maintainability.
• Excel at working independently while collaborating effectively across teams.
• Stay ahead of the curve on new AI models, frameworks, and best practices.
• Have a founder’s mindset and love solving ambiguous, high-impact technical
challenges.
• Bachelor’s or Master s in Computer Science, Machine Learning, or a related
technical discipline
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