Senior AI/ML Engineer: LLMs, RAG & Production Apps

Talent Corner Hr Services; United States; Remote; USD 150,000 - 210,000; Full time

Job summary

Talent Corner Hr Services is seeking Senior AI/ML Developers with 7+ years of software and ML experience to drive an enterprise AI initiative. You will build LLM-powered applications, RAG architectures, and production-grade ML solutions, collaborating with architects, data and cloud engineers, and business stakeholders.

You will design, develop, and deploy scalable Python services, integrate LLMs with enterprise systems, and implement guardrails and evaluation methodologies to ensure reliability

Qualifications

• 7+ years of professional software or ML engineering experience.
• Strong Python development experience.
• Hands-on experience with LLMs and Generative AI.
• Strong experience with RAG architectures and vector databases/search.
• Experience with Claude, GPT, or comparable foundation models.
• Experience with prompt engineering, embeddings, semantic search, and LLM evaluation.
• Experience developing REST APIs and production AI services.
• Strong understanding of machine learning concepts and distributed systems.

Responsibilities

• Design, develop, and deploy production-grade AI/ML applications.
• Build and optimize LLM-based applications using Claude, GPT, and other models.
• Design and implement Retrieval-Augmented Generation (RAG) solutions.
• Develop document ingestion, chunking, embedding, vector search, retrieval, and reranking pipelines.
• Build AI agents and intelligent workflows using modern frameworks.
• Integrate LLMs with enterprise apps, APIs, databases, and data platforms.
• Develop prompt engineering and evaluation strategies to improve accuracy and performance.
• Implement model evaluation, monitoring, guardrails, and responsible-AI practices.
• Develop scalable Python-based services and APIs.
• Work with cloud AI/ML services and containerized environments.
• Collaborate with AI/ML architects, data engineers, cloud engineers, and stakeholders.
• Troubleshoot performance, latency, scalability, and production issues.

Skills

Python development

LLMs & Generative AI

RAG architectures

Vector databases/search

REST APIs

CI/CD

Distributed systems

Cloud environments

Tools

LangChain

LlamaIndex

Semantic Kernel

Pinecone

Weaviate

Milvus

OpenSearch

pgvector

Kubernetes

Docker

Git

Job description

Talent Corner Hr Services is seeking Senior AI/ML Developers with 7+ years of software and ML experience to drive an enterprise AI initiative. You will build LLM-powered applications, RAG architectures, and production-grade ML solutions, collaborating with architects, data and cloud engineers, and business stakeholders.

You will design, develop, and deploy scalable Python services, integrate LLMs with enterprise systems, and implement guardrails and evaluation methodologies to ensure reliability