7 авг

platform engineer for enterprise AI platforms

ориентир по рынку
вакансия зп не указана
в среднем 343 365 ₽
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описание

Syone provides IT services and consulting, supporting innovative technology projects for national and international clients.

задачи

  • Design and operate an enterprise AI platform layer integrating multiple LLM providers in production;
  • Build reusable AI services and APIs for agents, copilots, and business applications;
  • Manage context, memory architectures, structured outputs, and function calling;
  • Optimize inference performance and manage cost attribution and usage analytics;
  • Manage AI environments, including prompt and model versioning and deployment pipelines;
  • Design and deploy autonomous agents and multi-agent systems for real business workflows;
  • Build multi-agent orchestration using Model Context Protocol and agent collaboration frameworks;
  • Develop tool-using agents with function calling, plugin architectures, and enterprise system integrations;
  • Build AI copilots with Microsoft Copilot Studio;
  • Automate workflows connecting AI agents to SharePoint, Salesforce, M365, and other enterprise platforms;
  • Build enterprise retrieval capabilities on the Corporate Brain data platform;
  • Implement hybrid search with vector indexing and Azure AI Search;
  • Develop context retrieval, citation frameworks, and prompt orchestration for grounded outputs;
  • Implement chunking strategies, embedding pipeline consumption, and knowledge grounding;
  • Evaluate RAG performance through precision, recall, hallucination detection, and context relevance testing;
  • Own the quality and safety standards for production AI systems;
  • Build evaluation frameworks for accuracy, hallucination detection, and response quality;
  • Implement prompt regression testing, agent benchmarking, and safety testing across model updates;
  • Design and implement guardrails for input/output filtering and content policy enforcement;
  • Monitor latency, cost per query, error rates, and agent task completion rates in production;
  • Govern the AI lifecycle through structured approval gates before production deployment.

требования

  • 8+ Years of software engineering experience, including at least 3 years building and shipping production AI applications;
  • Proven experience deploying enterprise LLM solutions used by real end-users at scale;
  • Experience designing multi-agent systems and agentic orchestration architectures;
  • Experience integrating AI into business workflows, not only standalone demos;
  • Strong knowledge of LLM APIs and prompt engineering;
  • Experience with Retrieval Augmented Generation (RAG);
  • Experience building AI agents and agentic workflows;
  • Knowledge of function calling and structured outputs;
  • Experience with vector databases and semantic search;
  • Proficiency in Python;
  • Experience with REST APIs, Docker, Git, and CI/CD;
  • Experience with Azure and cloud-native development;
  • Experience with multi-provider LLM integration;
  • Experience with AI evaluation and safety frameworks;
  • Nice to have: LangGraph, Semantic Kernel, LangChain or LlamaIndex, AutoGen / CrewAI, observability platforms such as Datadog and Grafana, AI governance frameworks, advanced Azure AI Search, fine-tuning or RLHF experience.

условия

  • Professional development through participation in ambitious national and international technology projects;
  • Strong IT training plans;
  • The role is based in Lisbon, Portugal.

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