Critical Infrastructure Engineering Lead

Academic Key; Paris; On-site; EUR 120,000 - 160,000; Full time

Job summary

Mistral AI seeks a Critical Infrastructure Engineering Lead to safeguard high-density AI compute by overseeing electrical, mechanical, and life-safety infrastructure across colocation sites. You will assess risks, guide incident response, and ensure resilience through collaboration with Engineering Operations, OEM partners, and IT Operations.

The role emphasizes technical assurance and site-level governance with a strong focus on preventive strategies, design reviews, and continuous improvement

Qualifications

• Experience with critical electrical and mechanical infrastructure in data-center or colocation environments.
• Knowledge of life-safety systems and risk assessment.
• Ability to coordinate with operators, OEM partners and providers.

Responsibilities

• Own and maintain the site technical risk register, including electrical and mechanical single points of failure, maintenance exposure and redundancy.
• Review preventive maintenance strategies, schedules, and asset condition related to power and cooling.
• Act as escalation point during major infrastructure incidents and coordinate with colocation providers and IT/Ops teams.
• Support emergency response planning and tabletop exercises covering loss of utility, cooling failures and critical equipment failures.

Skills

Electrical systems

Mechanical systems

Risk assessment

Tools

BMS/EPMS monitoring

P&IDs

Job description

Critical Infrastructure Engineering Lead

Abroad

About Mistral Mistral provides full-stack AI solutions: from frontier models to developer tools, applications, and compute. We partner with enterprises tackling the hardest problems across high-stakes industries like finance, manufacturing, defense, healthcare, and the public sector, co‑creating customized AI systems that they can run on their terms. We are a dynamic, collaborative team passionate about AI and its potential to transform society. Our diverse workforce thrives in competitive environments and is committed to driving innovation. Our teams are distributed between Europe, North America, Asia and the Middle East. We are creative, low-ego and team-spirited. Our mission Serve as Mistral AI's senior technical authority for critical electrical, mechanical and life-safety infrastructure across assigned colocation sites. Protect the availability of high-density AI compute by identifying technical risks before they become incidents, challenging infrastructure operating practices and verifying that power and cooling systems perform within agreed requirements. Operating context & accountability Working with Engineering Operations leadership, IT Operations, hardware partners and colocation providers, you will provide hands‑on technical assurance across a site or cluster. You will assess provider performance, advise on critical decisions, support incident response and ensure operational learning drives durable improvements. The role focuses on technical oversight and influence rather than direct management of the colocation provider’s maintenance workforce. Technical assurance and operational risk Own and maintain the site technical risk register, including electrical and mechanical single points of failure, maintenance exposure, redundancy limitations, cooling capacity, liquid‑cooling interfaces and common‑mode failure scenarios. Assess the resilience of utility connections, MV/LV distribution, transformers, generators, UPS, switchgear, busways, protection systems, pumps, cooling plant, controls and monitoring against the contracted operating envelope. Review provider preventive maintenance strategies, schedules, critical asset condition and outstanding defects; identify maintenance deferrals and vulnerabilities that may affect AI compute availability. Critically review high‑risk methods of procedure, electrical switching and isolation plans, planned impairments, work sequencing, contingency measures, rollback plans and restoration criteria. Validate the completeness and quality of technical documentation, including single‑line diagrams, P&IDs, operating sequences, alarm matrices, capacity records, asset registers and operating procedures. Use BMS/EPMS trends, alarms, power‑quality records and cooling telemetry to identify abnormal operating conditions, capacity constraints and deteriorating resilience before service is affected. Incident response, investigations and reliability Act as a senior engineering escalation point during major infrastructure incidents; rapidly assess failure domain, remaining redundancy, safety implications, likely IT impact and viable restoration options. Coordinate technical information across the colocation provider, Mistral IT Operations and OEM partners, ensuring accurate incident timelines, risk communication and controlled return to service. Review and challenge root‑cause analyses, distinguishing immediate triggers from underlying design, maintenance, controls, process and organizational contributors. Define and follow up corrective and preventive actions, requesting evidence of implementation and verifying that recurring failure modes have been addressed. Identify systemic trends across sites and share lessons learned with engineering design, commissioning and regional operations teams. Support emergency response planning and tabletop exercises covering loss of utility, cooling failures, liquid leaks, fire/life‑safety events and critical equipment failures. Capacity delivery, commissioning and change control Participate in design and constructability reviews for expansions, retrofits and new AI deployments; flag operational, maintainability and resilience concerns early. Review commissioning and integrated systems testing plans, including power transfers, redundancy scenarios, controls failure modes, cooling recovery and operational readiness criteria. Challenge test results and acceptance evidence against defined electrical, thermal and operational requirements; track unresolved technical issues through handover. Partner with IT Operations on rack power and thermal limits, direct‑to‑chip liquid cooling, coolant distribution unit boundaries, leak response and load‑restoration dependencies. Assess proposed changes to critical infrastructure, including concurrent maintenance, controls updates and brownfield works; recommend safeguards and escalation where exposure is unacceptable. Provide technical coaching to internal stakeholders, contribute to engineering standards and su

Critical Infrastructure Engineering Lead

Mistral.ai · Paris

Abroad Paris Full Time Link validated

About Mistral Mistral provides full-stack AI solutions: from frontier models to developer tools, applications, and compute. We partner with enterprises tackling the hardest problems across high-stakes industries like finance, manufacturing, defense, healthcare, and the public sector, co‑creating customized AI systems that they can run on their terms. We are a dynamic, collaborative team passionate about AI and its potential to transform society. Our diverse workforce thrives in competitive environments and is committed to driving innovation. Our teams are distributed between Europe, North America, Asia and the Middle East. We are creative, low‑ego and team‑spirited. Our mission Serve as Mistral AI's senior technical authority for critical electrical, mechanical and life‑safety infrastructure across assigned colocation sites. Protect the availability of high‑density AI compute by identifying technical risks before they become incidents, challenging infrastructure operating practices and verifying that power and cooling systems perform within agreed requirements. Operating context & accountability Working with Engineering Operations leadership, IT Operations, hardware partners and colocation providers, you will provide hands‑on technical assurance across a site or cluster. You will assess provider performance, advise on critical decisions, support incident response and ensure operational learning drives durable improvements. The role focuses on technical oversight and influence rather than direct management of the colocation provider’s maintenance workforce. Technical assurance and operational risk Own and maintain the site technical risk register, including electrical and mechanical single points of failure, maintenance exposure, redundancy limitations, cooling capacity, liquid‑cooling interfaces and common‑mode failure scenarios. Assess the resilience of utility connections, MV/LV distribution, transformers, generators, UPS, switchgear, busways, protection systems, pumps, cooling plant, controls and monitoring against the contracted operating envelope. Review provider preventive maintenance strategies, schedules, critical asset condition and outstanding defects; identify maintenance deferrals and vulnerabilities that may affect AI compute availability. Critically review high‑risk methods of procedure, electrical switching and isolation plans, planned impairments, work sequencing, contingency measures, rollback plans and restoration criteria. Validate the completeness and quality of technical documentation, including single‑line diagrams, P&IDs, operating sequences, alarm matrices, capacity records, asset registers and operating procedures. Use BMS/EPMS trends, alarms, power‑quality records and cooling telemetry to identify abnormal operating conditions, capacity constraints and deteriorating resilience before service is affected. Incident response, investigations and reliability Act as a senior engineering escalation point during major infrastructure incidents; rapidly assess failure domain, remaining redundancy, safety implications, likely IT impact and viable restoration options. Coordinate technical information across the colocation provider, Mistral IT Operations and OEM partners, ensuring accurate incident timelines, risk communication and controlled return to service. Review and challenge root‑cause analyses, distinguishing immediate triggers from underlying design, maintenance, controls, process and organizational contributors. Define and follow up corrective and preventive actions, requesting evidence of implementation and verifying that recurring failure modes have been addressed. Identify systemic trends across sites and share lessons learned with engineering design, commissioning and regional operations teams. Support emergency response planning and tabletop exercises covering loss of utility, cooling failures, liquid leaks, fire/life‑safety events and critical equipment failures. Capacity delivery, commissioning and change control Participate in design and constructability reviews for expansions, retrofits and new AI deployments; flag operational, maintainability and resilience concerns early. Review commissioning and integrated systems testing plans, including power transfers, redundancy scenarios, controls failure modes, cooling recovery and operational readiness criteria. Challenge test results and acceptance evidence against defined electrical, thermal and operational requirements; track unresolved technical issues through handover. Partner with IT Operations on rack power and thermal limits, direct‑to‑chip liquid cooling, coolant distribution unit boundaries, leak response and load‑restoration dependencies. Assess proposed changes to critical infrastructure, including concurrent maintenance, controls updates and brownfield works; recommend safeguards and escalation where exposure is unacceptable. Provide technical coaching to internal stakeholders, contribute to engineering standards and su