LEAD Consult is a dynamic, customer-oriented company, specialized in providing business and IT consulting services in the energy and financial sectors, as well as in software development and IT outsourcing.

We're seeking an AI/ML Engineer to design and build autonomous agent systems and optimize LLM-powered solutions. You'll focus on developing intelligent agents with tool execution capabilities while implementing robust RAG architectures and model optimization strategies.

Responsibilities:

• Design and develop AI-powered agents that automate internal workflows, integrate with enterprise systems, and improve operational efficiency
• Build autonomous, multi-step agents with tool execution, memory, state tracking, and safe action boundaries
• Design secure agent toolchains for Microsoft 365 (Graph API, SharePoint, Teams, Outlook) and internal REST/Jira/Confluence systems
• Develop workflow automations using suitable orchestration tools and platforms (e.g., n8n framework, Azure AI automation stack, Google AI automation tools, event-driven automation frameworks)
• Implement and optimize modern RAG architectures to enhance retrieval quality, document understanding, and knowledge integration
• Leverage modern open-source LLM and automation frameworks to design and adapt AI-driven solutions
• Perform targeted model customization or fine-tuning when justified by a specific use case
• Ensure permission-aware, auditable, sandboxed execution for all agent actions
• Improve agent reliability through monitoring, error analysis, and workflow refinement
• Share best practices by conducting workshops, presentations and promoting responsible AI development

Requirements:

• Strong programming skills in Python for agent development, automation, RAG pipelines, and ML-related tasks
• 6+ months hands-on experience designing and implementing agentic systems with tool use, function calling, and multi-step reasoning (production or advanced projects)
• Understanding of modern RAG architectures (chunking strategies, retrieval methods, reranking)
• Ability to design secure, permissioned, and auditable automation flows
• Familiarity with Microsoft Graph API and M365 integrations (SharePoint, Teams, Outlook) nice to have, but not a must
• Experience with API integration, automation frameworks, and containerized runtimes
• Understanding of data governance, identity boundaries, and safety measures for autonomous agents
• Knowledge of fine-tuning and model evaluation techniques (nice to have, but not a must)

Desired skills and experience:

• Experience with orchestration or automation platforms such as n8n, Azure-based automation services, or other event-driven workflow frameworks.
• Experience with Qdrant or equivalent vector databases
• Familiarity with Azure OpenAI, Azure AI Foundry, or exposure to Google’s AI ecosystem (Gemini, Vertex AI) as an alternative stack, nice to have, but not a must
• Experience creating connectors for Jira, Confluence, SharePoint libraries, or similar enterprise systems
• Experience building agent evaluation mechanisms, guardrails, and safety policies
• Background in workflow automation, scripting, or event-driven integration patterns

What we offer:

• Competitive remuneration and bonus scheme linked to individual performance and company results
• Standard working hours (Monday-Friday) and home office option
• 25+ days annual paid leave
• Work flexibility and remote work
• Food vouchers
• MultiSport card
• Psychological support and counselling from a corporate psychologist when needed
• Working place in a class A building situated a few steps form a subway line and public transport
• Opportunities for personal and professional growth
• Additional health insurance (outpatient & hospital medical care, dental care, coverage of dioptric glasses and more)
• A detailed company training on highest standards
• A chance to work in friendly and supportive culture
• Tremendous growth opportunities in fast moving international team