1 день назад
AI Eng Lead
125 000 - 180 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Eng Lead (LLM/Generative AI): Building and deploying production-ready LLM-powered solutions, RAG pipelines, and multi-step AI agents with an accent on prompt engineering, evaluation, scalability, and responsible AI. Focus on designing agentic workflows with tool and API calls, implementing guardrails against unsafe behavior, and taking AI applications from prototyping through production monitoring.
Location: Columbia, Maryland, United States
Starting pay range: $125,000–$180,000 per year
Company
is an AI services provider that combines data science, artificial intelligence, technology, and human expertise to deliver data-driven solutions for clients.
What you will do
- Architect and implement production-ready AI solutions using LLMs, transformer-based models, retrieval systems, agentic workflows, and AI agents.
- Design and optimize prompts, workflows, and RAG pipelines for accuracy, cost-efficiency, latency, and safety.
- Build multi-step agentic systems that use external tools and APIs, manage state, and handle complex reasoning chains.
- Deploy and operate generative AI models and pipelines through API, batch, and streaming architectures.
- Develop evaluation frameworks for grounding, factuality, latency, and cost, and implement guardrails for prompt injection, content moderation, output validation, and unsafe agent behavior.
- Collaborate with Product, Engineering, and ML Ops to deliver and maintain AI features from prototype through production.
Requirements
- 3+ years of applied machine learning experience focused on NLP, transformers, or generative AI systems.
- Hands-on experience with LLM libraries and services such as LangChain, LlamaIndex, OpenAI API, CrewAI, Azure Prompt Flow, or AWS Bedrock Agents.
- Experience designing multi-step agents with tool or API calls and safeguards against errors, loops, and unsafe tool use.
- Production experience building, deploying, and monitoring machine learning or AI applications in API, batch, or streaming environments.
- Fluency in Python and experience with cloud platforms, containerization, versioning, and CI/CD.
- Experience with responsible AI practices, including privacy, bias mitigation, safety guardrails, or related controls.
Nice to have
- Degree in Computer Science, Data Science, Engineering, or a related field, or equivalent experience.
- Expertise in transformer-based models and LLM architectures.
- Ability to own AI solutions from rapid prototyping through live production systems.
Culture & Benefits
- Collaboration across Data Science, Engineering, Product, and ML Ops.
- Medical, dental, and vision coverage.
- 401(k), paid time off, and paid holidays.
- Commuter benefits, spending accounts, life insurance, disability coverage, and employee assistance programs.
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