Collectiv
Collectiv
Collectiv is a Microsoft consulting firm focused on data architecture, analytics, and AI integration. Its teams work with organizations on data strategy and implementation using Microsoft technologies including Azure, Fabric, Power BI, and Copilot. Services also cover planning and forecasting, along with staff augmentation, supporting clients as they build and manage data initiatives across the Microsoft Data Stack.

Forward Deployed AI Engineer, Microsoft Copilot and Azure AI Foundry

Build production Microsoft Copilot and Azure AI Foundry solutions for Collectiv’s enterprise consulting clients. Develop RAG pipelines, agents, integrations, and governed AI applications.

विवरण

  • Design and deliver production AI solutions using Microsoft 365 Copilot, Copilot Studio, and Azure AI Foundry.
  • Build declarative and autonomous agents, Copilot connectors, plugins, topics, and actions.
  • Connect Copilot with SharePoint, Teams, Microsoft Graph, Dataverse, and business systems.
  • Refine prompts, instructions, and agent configurations using test results and user feedback.
  • Develop custom agents and AI applications in Azure AI Foundry.
  • Select, deploy, and configure models from the Foundry catalog, explaining trade-offs in cost, quality, and latency.
  • Create agentic workflows with tool calling, multi-step orchestration, and human review controls.
  • Integrate AI solutions with enterprise systems through APIs, Azure Functions, Power Automate, and Logic Apps.
  • Develop complete RAG pipelines covering data ingestion, chunking, embeddings, vector and hybrid search, and grounding.
  • Use Azure AI Search and Azure AI Document Intelligence to index and extract knowledge from client content.
  • Work with data engineers to connect AI solutions to Microsoft Fabric, Databricks, and other enterprise data platforms.
  • Create evaluation datasets and test harnesses to measure answer quality, groundedness, hallucinations, safety, latency, and cost.
  • Set up logging, monitoring, and tracing for deployed agents and models.
  • Apply security, identity, and governance controls with Microsoft Entra ID, Microsoft Purview, and Azure AI Content Safety.
  • Follow version control, CI/CD, and code review practices for AI code and configuration.
  • Gather requirements, lead working sessions, demonstrate progress, and set expectations with client stakeholders.
  • Turn business challenges into scoped AI use cases with measurable success criteria.
  • Train client users and administrators, and support adoption after launch.
  • Develop reusable patterns, accelerators, and documentation for Collectiv’s AI practice.

आवश्यकताएँ

  • Bachelor’s degree from an accredited university in computer science, data science, engineering, or a related field, or equivalent experience.
  • At least four years of experience in software engineering, data engineering, or Microsoft 365 and Power Platform development.
  • At least one year of hands-on experience building and deploying generative AI or LLM-powered solutions in production or client environments.
  • Hands-on experience with Microsoft 365 Copilot extensibility and Copilot Studio.
  • Hands-on experience with Azure AI Foundry or Azure OpenAI.
  • Experience building RAG solutions with Azure AI Search.
  • Strong Python or C# skills.
  • Experience working in Azure across storage, compute, identity, and networking.
  • Ability to work independently in a client-facing consulting role.
  • Preferred: experience with Microsoft Agent Framework, Semantic Kernel, or AutoGen.
  • Preferred: experience with Power Platform, Dataverse, and Power Automate.
  • Preferred: experience with Microsoft Fabric, Databricks, or Power BI.
  • Preferred: experience with LLMOps practices, including evaluation frameworks, prompt management, and model monitoring.
  • Preferred: familiarity with AI security, privacy, and compliance considerations in regulated industries.
  • Preferred: consulting experience with multiple clients or across industries.
  • Preferred: relevant credentials such as Azure AI Engineer Associate, Copilot Studio or Power Platform certifications, or Fabric certifications (DP-600, DP-700).

लाभ

  • Fully remote work environment.
  • Quarterly in-person team events.
  • Competitive compensation.
  • Professional development opportunities.
  • Comprehensive benefits package.
  • Unlimited time off.
  • Health insurance fully covered for employees and family, including medical, dental, and vision.
  • 401(k) plan with a 4% employer match.
  • Educational assistance.
  • Technology stipend.
  • Discounts on a range of goods and services.

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