Forward Deployed Engineer (AI/Agents)

Innovaccer is a company focused on building production grade AI systems, and they are seeking a Forward Deployed Engineer to design intelligent agents and scalable AI solutions. This role involves collaborating with clients, deploying robust AI services, and integrating AI capabilities with enterprise tools.

Responsibilities:

• Design and implement AI agents capable of reasoning, planning, and tool use
• Build multi step agent workflows with memory and state management
• Develop production ready RAG systems with optimized retrieval and context handling
• Fine tune and evaluate LLMs for domain specific use cases
• Implement guardrails, validation layers, and structured output controls
• Design evaluation frameworks for reliability, hallucination mitigation, and safety
• Build scalable REST APIs to expose AI capabilities
• Integrate AI agents with enterprise tools and third party systems
• Design microservices and asynchronous systems for high throughput workloads
• Optimize inference latency, reliability, and cloud cost
• Implement monitoring, logging, and observability for AI services
• Work directly with clients to understand business requirements and translate them into AI solutions
• Lead technical discovery sessions and solution workshops
• Communicate complex AI concepts clearly to non technical stakeholders
• Provide architectural recommendations and implementation roadmaps
• Support pilots, proofs of concept, and production rollouts

Requirements:

• Strong foundation in machine learning and deep learning
• Deep understanding of transformers and modern LLM architectures
• Hands on experience building agent based systems with tool calling and orchestration
• Experience with embeddings, vector search, and retrieval systems
• Proficiency in PyTorch or similar ML frameworks
• Strong data structures and algorithms fundamentals
• Solid system design and distributed systems knowledge
• Proficiency in Python
• Experience designing scalable APIs and backend systems
• Experience with cloud platforms such as AWS or GCP
• Strong problem solving and structured thinking
• Ability to balance technical depth with business impact
• Clear and confident communication skills
• Ability to influence stakeholders and drive alignment
• High ownership mindset and bias for execution
• Comfort working in fast paced and ambiguous environments
• Experience in healthcare or regulated industries
• Experience working in a consulting or client delivery environment
• Experience leading small technical workstreams or mentoring junior engineers