Senior AI/ML Engineer for Generative AI & LLM Systems

Robotics Technologies LLC; Annapolis (MD); On-site; USD 110,000 - 170,000; Full time

Job summary

Robotics Technologies LLC in Annapolis, MD seeks an AI/ML Engineer to design scalable enterprise AI/ML and Generative AI solutions. You will build production-grade LLM applications, RAG pipelines, AI agents, grounding mechanisms, and orchestration, collaborating with data engineering and security teams.

The role emphasizes responsible AI, security, privacy, and governance, with a focus on evaluating models, reducing hallucinations, and optimizing latency and cost in enterprise environments.

Qualifications

• Experience in AI/ML engineering or software engineering.
• Hands-on production experience with Generative AI and LLM-based applications.
• Strong experience with RAG architectures and retrieval/grounding techniques.
• Experience building AI agents / Agentic AI solutions.
• Strong knowledge of prompt engineering and LLM orchestration.
• Experience integrating LLMs with APIs, enterprise applications, and data sources.
• Experience with model/LLM evaluation frameworks, guardrails, and hallucination mitigation.
• Strong understanding of cloud-native architectures, APIs, data platforms, and scalable distributed applications.
• Knowledge of Responsible AI, security, privacy, compliance, and AI governance.
• Strong communication skills and ability to work with technical and business stakeholders.

Responsibilities

• Design and develop scalable enterprise AI/ML and Generative AI solutions.
• Build production-grade LLM applications, RAG pipelines, AI agents, classification models, summarization workflows, and decision-support systems.
• Design prompt engineering, prompt orchestration, grounding, tool-calling, guardrails, and fallback mechanisms.
• Develop and optimize agentic AI workflows, including multi-step reasoning and tool/API integrations.
• Establish AI evaluation frameworks, test datasets, scoring methodologies, and performance benchmarks.
• Evaluate and optimize AI systems for accuracy, relevance, hallucination risk, latency, reliability, and cost.
• Integrate AI applications with enterprise APIs, data platforms, vector databases, and governed data sources.
• Perform failure-mode analysis and continuously improve production AI systems.
• Implement AI observability, monitoring, evaluation, and model/drift monitoring practices.
• Ensure solutions meet enterprise requirements around Responsible AI, security, privacy, compliance, and governance.
• Collaborate with Data Engineering, Architecture, Security, Quality Engineering, and business stakeholders.

Skills

AI/ML Engineering

Software Engineering

Generative AI

LLM-based applications

RAG architectures

prompt engineering

LLM orchestration

APIs integration

data platforms

cloud-native architectures

Responsible AI governance

communication skills

Education

Bachelor's degree in Computer Science, Engineering, Data Science, or related

Tools

APIs

Vector databases

Embeddings

Knowledge retrieval

AI observability

Job description

Robotics Technologies LLC in Annapolis, MD seeks an AI/ML Engineer to design scalable enterprise AI/ML and Generative AI solutions. You will build production-grade LLM applications, RAG pipelines, AI agents, grounding mechanisms, and orchestration, collaborating with data engineering and security teams.

The role emphasizes responsible AI, security, privacy, and governance, with a focus on evaluating models, reducing hallucinations, and optimizing latency and cost in enterprise environments.