AI Engineer
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Job Description
Senior Agentic AI Engineer architecting agentic AI, LLM, and MLOps solutions for a software-development client. Building production systems and partnering with enterprise customers.
Responsibilities:
- Architect and build scalable Generative AI and agentic AI applications end to end
- Design LLM-powered workflows and prompt strategies for reflexive, self-learning, multi-agent systems
- Build intelligent AI agents using LangChain and LangGraph for NL-to-SQL, autonomous task agents, and RAG pipelines
- Select, customize, fine-tune, and optimize state-of-the-art LLMs
- Design and own full ML/GenAI pipelines, including training, deployment, monitoring, and lifecycle management
- Build APIs, microservices, and integration frameworks to bring AI into enterprise products
- Champion responsible AI practices by mitigating hallucinations, bias, and reliability risks
- Partner with customers, product, and engineering to turn business needs into robust AI architecture
- Mentor engineers and help shape long-term AI platform strategy
Requirements:
- 6+ years in traditional ML, including 2+ years hands-on with Generative AI
- Strong experience with LLMs (GPT and similar), prompt engineering, and agentic systems
- Real-world experience with LangChain/LangGraph or similar agentic frameworks
- Strong Python skills — API wrappers, third-party integrations, internal tooling
- Solid foundation in Transformers, CNNs, RNNs; hands-on with TensorFlow, PyTorch, Scikit-learn
- Experience with NLP, embedding models, and vector databases
- Hands-on work with OpenAI, Llama/Llama2, Azure OpenAI, and other open-source models
- Experience designing distributed, cloud-native architectures, including microservices and REST APIs
- Proficiency with AWS, Azure, or GCP, plus Docker/Kubernetes
- MLOps/LLMOps experience — training, deployment, monitoring, and lifecycle management
- Excellent communication skills and ability to translate technical depth for non-technical stakeholders
- Bachelor's or Master's in CS, Data Science, Engineering, Math, Statistics, or a related field
- Comfort with startup pace and strong ownership mentality
- Preferred: LLM fine-tuning experience with LoRA, RLHF, or PEFT
- Preferred: Performance optimization using GPU/TPU acceleration, quantization, pruning, or distillation
- Preferred: AI observability/monitoring tool experience
- Preferred: Familiarity with AI governance and compliance, including GDPR and SOC 2
- Preferred: Prior consulting or solution-architecture experience shipping enterprise AI products
- Preferred: Background in financial services, healthcare, or insurance
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