Posted:2 hours ago|
Platform:
On-site
Full Time
We are looking for a skilled AI/ML Developer with hands-on experience in Model Context Protocol (MCP) and a strong foundation in machine learning and generative AI. The ideal candidate will be responsible for designing and deploying intelligent systems that leverage contextual modeling and protocol-driven architectures to enhance AI performance and scalability.
- Design and implement MCP-based architectures to manage context-aware AI workflows.
- Develop protocols for model interaction, chaining, and orchestration across services.
- Ensure consistency and traceability of context across model executions.
- Build and train ML models using frameworks like TensorFlow, PyTorch, or Scikit-learn.
- Work on NLP, computer vision, or tabular data problems depending on business needs.
- Fine-tune and deploy LLMs using platforms like Hugging Face, Azure OpenAI, or LangChain.
- Implement MLOps pipelines for model lifecycle management.
- Deploy models and MCP workflows on cloud platforms (Azure, AWS, GCP).
- Integrate AI services with enterprise applications via APIs and microservices.
- Optimize model performance for latency, scalability, and cost-efficiency.
- Strong programming skills in Python (preferred), with experience in ML libraries.
- Experience with GenAI tools and frameworks (LangChain, Semantic Kernel, etc.).
- Understanding of MCP principles and context-aware model design.
- Familiarity with cloud-native development and containerization (Docker, Kubernetes).
- Experience with vector databases (e.g., FAISS, Pinecone, Weaviate).
- Knowledge of prompt engineering and retrieval-augmented generation (RAG).
- Exposure to enterprise AI use cases in BFSI, healthcare, or manufacturing.
- Strong analytical and problem-solving mindset.
- Excellent communication and documentation skills.
- Ability to work independently and collaborate with cross-functional teams.
Maveric Systems Limited
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