Senior AI Platform Engineer
Purple Drive
Overview: Dear Supplier Partners, Looking for Senior AI Platform Engineer for our client Location:- Oaks, PA RoleName - Senior AI Platform Engineer Skills: AI Agents~AI & Gen AI - Products & Tools Experience Required: 10 & Above
ROLE_DESCRIPTION -
The Senior AI Platform Engineer will design and engineer the underlying platform capabilities required to develop, deploy, operate, monitor, and scale enterprise AI solutions. Key Responsibilities- Build and maintain enterprise AI/ML and GenAI platform capabilities.
- Implement model endpoints, gateways, orchestration layers, and AI services.
- Build infrastructure supporting LLMs, SLMs, RAG, embeddings, vector stores, and AI agents.
- Develop automated deployment and CI/CD pipelines for AI applications and models.
- Implement LLMOps/MLOps capabilities covering deployment, monitoring, evaluation, versioning, and observability.
- Implement model-routing and inference-management capabilities.
- Support token, compute, latency, and inference-cost optimization.
- Integrate AI platforms with enterprise identity, security, logging, monitoring, networking, and API-management services.
- Automate infrastructure provisioning and platform configuration.
- Establish production reliability, scalability, resilience, and operational standards.
- Partner with AI architects, application engineers, data engineers, and security teams.
- Platform Architecture: Design and deploy scalable, cloud-native or bare-metal infrastructure (using Kubernetes, OpenShift, or AWS/Azure) to support large language models (LLMs) and machine learning workloads.
- Model Operations (MLOps/LLMOps): Optimize model serving, inference performance, GPU utilization, and automated pipelines for fine-tuning and deploying AI models.
- Agentic & GenAI Integration: Build and maintain shared services like AI gateways, Retrieval-Augmented Generation (RAG) frameworks, and autonomous agent orchestration platforms.
- Governance & Security: Enforce enterprise data protection, compliance, auditability, and cybersecurity standards across all AI tooling.
- Developer Enablement: Create self-service platforms, APIs, and monitoring/observability tools so internal software and data science teams can safely adopt AI capabilities.
- Strong cloud engineering and AI/ML platform engineering experience.
- Kubernetes, containers, Infrastructure as Code, CI/CD, and API technologies.
- Python and software engineering experience.
- Experience with ML/LLM deployment and GenAI frameworks.
- Knowledge of vector databases, embedding models, model APIs, and AI orchestration.
- Experience with monitoring, telemetry, security, and production support.
- Experience: 5+ years in software engineering, distributed systems, cloud infrastructure, or the AI/ML lifecycle.
- Programming: Advanced proficiency in Python; additional experience in Go, C++, or Rust is often preferred.
- Infrastructure & Cloud: Hands-on expertise with Kubernetes, Docker, and cloud platforms like AWS (SageMaker, Bedrock) or Azure (AI Foundry, OpenAI).AI Frameworks: Familiarity with orchestration and LLM tooling such as LangChain, LangGraph, Ray, or Kubeflow.
- Infrastructure-as-Code (IaC): Knowledge of automation tools like Terraform and Ansible.
- 8+ years in platform/cloud/software engineering.
- Production experience supporting enterprise AI/ML or GenAI platforms.
- Experience implementing MLOps or LLMOps at enterprise scale Purple Drive
Vacancy posted 3 days ago
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