
Senior AI Engineer
9 hours ago
We are seeking a skilled AI engineering professional with extensive experience in large-scale AI project deployment, strong expertise in agentic AI, and proficiency in NLP, Computer Vision, and LLM-based systems.
This role involves designing, building, fine-tuning, and deploying production-grade LLM agents and multi-modal AI applications that address real-world business challenges. You will play a key role in shaping agent design, orchestration, and observability, ensuring enterprise-grade scalability, robustness, and performance.
Key Responsibilities:
- Agent Design and Development: Conceptualize, design, and implement LLM-powered agents and NLP solutions tailored to business needs. Build multi-agent and multi-modal AI applications/frameworks, ensuring interactivity, latency optimization, failover, and usability.
- Coding and Maintenance: Write, test, and maintain clean, scalable, and efficient Python code for LLMs and AI agents. Implement fine-tuning, embeddings, and prompt engineering with a focus on cost, latency, and accuracy. Integrate models with vector databases (Milvus, Qdrant, ChromaDB, CosmosDB, MongoDB).
- Performance Monitoring and Optimization: Monitor and optimize LLM agents for latency, scalability, robustness, and explainability. Implement observability and guardrails strategies for enterprise-safe AI deployments. Handle model drift, token consumption optimization, and error recovery mechanisms.
- Research and Innovation: Read, interpret, and implement AI/Agent research papers into practical production-ready solutions. Stay ahead of academic and industry trends in Agentic AI, multimodal AI, orchestration frameworks, and evaluation methodologies. Experiment with new AI orchestration tools, evaluation frameworks, and observability platforms.
- Debugging and Issue Resolution: Diagnose and resolve model inaccuracies, system integration issues, and performance bottlenecks. Apply advanced debugging techniques to troubleshoot deployment errors, data inconsistencies, and unexpected agent behaviors.
- Continuous Learning and Adaptability: Quickly unlearn outdated practices and adapt to emerging GenAI and Agentic AI technologies. Contribute to a culture of innovation by experimenting, prototyping, and scaling cutting-edge AI solutions.
Required Skills and Experience:
- 5–9 years total experience, with 4+ years in NLP, CV, and LLMs.
- Strong expertise in GenAI, LLMs, RAG pipelines, embeddings, and vector databases.
- Proficiency in Python with strong debugging and system design skills.
- Hands-on experience with Agentic AI frameworks (LangChain Agents, AutoGen, CrewAI, Temporal, DSPy).
- Proven record of production-grade AI deployments (not just POCs).
- Cloud experience: Azure (preferred), AWS, or GCP.
- Knowledge of AI orchestration, evaluation, guardrails, and observability tools.
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