Unify Consulting is a leading AI management consulting firm that specializes in helping clients navigate challenges through innovative solutions. They are seeking an AI Engineer to design and build LLM-powered applications and agentic systems, focusing on production-ready solutions and quality user experiences.
Responsibilities
- Build GenAI / LLM applications
- Design and develop LLM-powered applications using enterprise AI platforms (e.g., AWS Bedrock, Azure OpenAI / Azure AI platforms, Google Vertex AI). Implement multi-step orchestration workflows that translate user intent into reliable actions and explainable outputs. Build robust RAG pipelines (vector databases, embeddings, chunking strategies) and validate grounding quality
- Engineer agentic solutions (Plan → Reason → Execute → Feedback)
- Design agent reasoning/control patterns (e.g., planning vs execution separation, tool calling, memory/context management).Integrate agents with tools/APIs and enterprise workflows with appropriate governance and guardrails
- Prompt engineering + evaluation
- Create reusable prompt templates/libraries; implement prompt testing frameworks; establish prompt versioning/governance.Evaluate solutions for quality/safety/latency/cost and iterate quickly
- Production readiness + operations
- Partner with platform/LLMOps teammates to deploy, monitor, and improve LLM systems in production.Build observability and reliability mechanisms for agent-based workflows
- Client-facing consulting
- Lead technical discovery, map workflows/pain points, and communicate solutions to technical and executive stakeholders
Skills
- 1–2+ years hands-on GenAI / Agentic AI experience building LLM apps on enterprise platforms (AWS Bedrock / Vertex AI / Azure AI platforms) in a professional setting
- Strong backend engineering experience (Python preferred) delivering production-grade systems
- Hands on professional experience with RAG patterns and implementation
- Ability to communicate clearly and contribute in fast-moving, cross-functional teams
- Computer Science / strong CS fundamentals
- Applied Scientist style skills: deep learning/NLP with PyTorch/TensorFlow + Hugging Face; ability to interpret research and implement emerging techniques
- Fine-tuning and optimization methods (LoRA/PEFT/QLoRA), distillation/quantization/pruning, GPU memory optimization
- Experience building secure tool integrations / agent middleware (tool schemas, SaaS integrations like Salesforce/SAP/ServiceNow, OAuth2, API security)
- Evaluation harnesses and regression testing for prompts/agents; RAG quality testing
- Cloud-native experience in large enterprise environments
Company Overview
Unify Consulting specializes in product and project management, marketing, data analysis, visualization and technology enablement services. It was founded in 2006, and is headquartered in Kirkland, Washington, USA, with a workforce of 501-1000 employees. Its website is https://www.unifyconsulting.com.