AI/ML Integration Specialist
Core
Design, develop, and maintain integrations connecting AI/ML models, APIs, and services with existing business applications.
Role type
Senior IC AI/ML Integration Specialist
Builds
APIs, data pipelines, middleware, and integration workflows for generative AI, LLMs, NLP, and predictive analytics
Domain
Enterprise software integration + AI/ML
Deliverable
production ML models
Required skills
Python, Java, JavaScript, TypeScript, REST APIs, SDKs, microservices, SQL, JSON, Git, CI/CD, cloud environments, ML lifecycle management
Preferred skills
LLM integration, RAG, vector databases, PyTorch, TensorFlow, Docker, Kubernetes, MLOps, LLMOps, AI security governance
Technologies
AWS, Azure, Docker, Git, Kubernetes, PyTorch, Python, RAG, REST, SQL, TensorFlow, TypeScript
Responsibilities
Design and maintain AI/ML integrations; implement generative AI and NLP capabilities; build APIs and data pipelines; collaborate with data scientists and product teams; monitor and troubleshoot deployed solutions; ensure security and governance compliance; document architectures.
Seniority
Senior, hands-on IC
