Senior Infrastructure AI Specialist
Core
Define AI/GenAI strategy and lead design/delivery of AI capabilities embedded in infrastructure platforms, including MLOps/GenAIOps frameworks and observability.
Role type
Senior IC infrastructure AI specialist (strategy & architecture)
Builds
Production-grade MLOps/GenAIOps platforms, scalable AI pipelines, RAG systems, and agentic AI workflows for infrastructure automation.
Domain
Cloud infrastructure, AI/ML operations, Generative AI
Deliverable
production ML models | infrastructure | product features
Required skills
Python, PyTorch, TensorFlow, AWS SageMaker, Azure ML Studio, Google Vertex AI, LLM architectures, RAG, fine-tuning (LoRA, QLoRA), agentic AI frameworks (LangChain, AutoGen, LlamaIndex, CrewAI), vector databases, Kubernetes for AI workloads, Infrastructure as Code (Terraform, Ansible), AI governance, AI FinOps/TokenOps, AI security
Preferred skills
Multimodal AI models, low-level optimisation (CUDA, Triton), AI-native observability platforms, open-source AI/MLOps contributions, edge AI/IoT sensor-driven ML
Technologies
AWS, Azure, GCP, Kubernetes, Docker, Terraform, Ansible, LangChain, AutoGen, LlamaIndex, CrewAI, Pinecone, Weaviate, Chroma, pgvector, ServiceNow, Dynatrace, Datadog
Responsibilities
Define and drive AI/GenAI strategy for infrastructure services; Architect and deliver production-grade MLOps/GenAIOps platforms; Design scalable AI pipelines for model lifecycle; Lead implementation of GenAI-powered infrastructure use cases; Architect RAG systems and agentic AI workflows; Oversee GPU/TPU compute infrastructure provisioning; Implement AI governance frameworks; Define MLOps tooling strategy; Optimize AI FinOps and TokenOps practices; Ensure AI security and data protection; Collaborate with infrastructure and operations teams to industrialize AI solutions; Act as technical advisor to client leadership; Mentor junior AI specialists; Contribute to business development by shaping AI-enabled propositions.
Seniority
Senior, hands-on IC with strategy & mentorship
