Job Information
ADP Technology Services, Inc. Lead Machine Learning Engineers in NEW YORK, New York
ADP Technology Services, Inc. seeks Lead Machine Learning Engineers at our New York, NY location. Responsibilities: Responsible for design and architecture of Large Language Model (LLM) solutions for complex business problems, with a primary focus on automating client onboarding processes. Collaborate with implementation teams to identify gaps in current product features and design scalable LLM-powered solutions to address those gaps. Partner with Technical Product Managers (TPM) to develop and prioritize product roadmaps that deliver strategic enhancements and drive business value. Design and implement high-performance LLM applications and systems using frameworks such as LangChain, LlamaIndex, and foundation models (GPT-4, Claude, Llama). Develop and maintain scalable LLMOps pipelines including prompt engineering, fine-tuning, evaluation frameworks, and monitoring systems. Implement retrieval-augmented generation (RAG) architectures and vector databases for enhanced model performance. Evaluate model performance through systematic testing, A/B testing, and observability tools, identifying areas for optimization and improvement. Collaborate with cross-functional teams including data scientists, software engineers, product managers, and implementation teams to translate business requirements into LLM-powered technical solutions. Work closely with software engineers to integrate LLM applications into product architecture, ensuring seamless deployment, maintenance, and monitoring through comprehensive LLMOps practices. Provide technical leadership and mentorship to engineering teams, documenting and communicating technical design decisions and best practices to stakeholders across the organization. Drive innovation by staying current with the latest advancements in LLMs, generative AI, and prompt engineering techniques, and applying emerging technologies to solve business challenges. Build and maintain robust LLMOps infrastructure using modern development tools and practices, including containerization (Docker/Kubernetes), CI/CD pipelines (Jenkins, Ansible), and cloud platforms (AWS or Azure). Develop RESTful APIs and GraphQL services to enable efficient integration of LLM capabilities into existing systems. Implement observability and monitoring solutions for LLM applications, including token usage tracking, latency optimization, and cost management. SALARY: $134,423 to $190,200 per year. Benefits listed at: jobs.adp.com/en/life-adp. JOB REQUIREMENTS: Bachelor's degree in Computer Science, Computer Engineering, Information Technology, or related field of study plus five (5) years of related experience required. The company will also accept a Master's degree and three (3) years of related experience. Three (3) years of experience must include: Python; Large Language Models (LLMs) and foundation models (GPT-4, Claude, or Llama); LLM frameworks (LangChain, LlamaIndex, or similar); Prompt engineering and fine-tuning techniques; Vector databases (Pinecone, Weaviate, or ChromaDB); RESTful APIs; GoLang or Node JS technologies; RDBMS and NoSQL databases (MySQL or DynamoDB); Public Cloud (AWS or Azure); Docker/Kubernetes; GIT; CI/CD pipelines (Jenkins and Ansible); GraphQL; Agile software methodology, including Scrum, Kanban, and Lean; and LLMOps practices including observability, monitoring, and evaluation frameworks. QUALIFIED APPLICANTS: To apply for this position, please respond to requisition 274767 at http://jobs.adp.com. Alternatively, applicants may mail their resume to the following address referencing requisition 274767, 1 ADP Blvd. |MS 248| Roseland, NJ 07068.