Client-Facing AI Engineer: Production Solutions

Alvarez E Marsal; Madrid; On-site; EUR 60,000 - 90,000; Full time

Job summary

Alvarez & Marsal (A&M) invites experienced AI engineers to join the AI Lab in Madrid, embedding with client teams to design, build, and ship AI agents, automations, and accelerators. You will implement production‑grade solutions using client platforms, maintain robust deployments, and ensure handover with clear documentation.

You will translate business needs into technical designs, collaborate with consulting teams, and travel within Europe to engage on client engagements, delivering value

Qualifications

• Several years building and shipping software or data products used in production.
• Strong Python; comfortable with APIs, data pipelines, and cloud services (AWS, Azure, or GCP).
• Hands‑on experience with LLM‑based systems: prompt design, retrieval, tool/function calling, agent frameworks; practical understanding of failure modes.
• Routine use of version control, testing, and CI/CD.
• Client presence: ability to ask challenging questions and explain technical trade‑offs in business terms.
• Fluent English; Spanish advantageous; other European languages welcome.
• Willingness to travel within Europe and to work on client sites several days per week during engagements.
• Certification or delivery experience with enterprise platforms: SAP BTP/Joule, Salesforce Agentforce, Microsoft Copilot Studio or Power Platform.
• Consulting, agency, or client‑facing delivery experience.
• Exposure to regulated environments, and to data protection, security review, or model risk processes.
• Front‑end skills (e.g., React) to build usable interfaces around agents.

Responsibilities

• Build production‑grade AI solutions (agents, workflow automations, integrations) that run in the client’s environment.
• Work on‑site with client teams to understand processes before automating; stay with delivery through stabilization and handover.
• Move quickly from proof of concept to robust deployments (tests, error handling, logging, documentation, clean handover).
• Implement on client‑preferred platforms: SAP Joule/BTP, Salesforce Agentforce, Microsoft Copilot and Power Platform, orchestration tools (e.g., n8n), or bespoke Python when required.
• Translate business cases into buildable technical designs; clearly communicate when constraints make a solution unviable.
• Enable client teams to operate and extend what you deliver (templates, patterns, enablement)—avoid creating dependency.
• Contribute assets and learnings back to the AI Lab library to accelerate future engagements.

Skills

Python

APIs & pipelines

Cloud services

LLM-based systems

CI/CD

Communication

React frontend

English proficiency

Tools

Git

SAP BTP/Joule

Salesforce Agentforce

Microsoft Copilot/Power Platform

n8n

Job description

Alvarez & Marsal (A&M) invites experienced AI engineers to join the AI Lab in Madrid, embedding with client teams to design, build, and ship AI agents, automations, and accelerators. You will implement production‑grade solutions using client platforms, maintain robust deployments, and ensure handover with clear documentation.

You will translate business needs into technical designs, collaborate with consulting teams, and travel within Europe to engage on client engagements, delivering value