ML Ops Engineer
- Level
- Mid
- Work type
- On-site · Paris
Not stated in the posting: salary, visa.
Open. First seen 2 October 2026.
About the role
About Us
Harmattan AI is a next-generation defense prime building autonomous and scalable defense systems. Following the close of a $200M Series B, valuing the company at $1.4 billion, we are expanding our teams and capabilities to deliver mission-critical systems to allied forces.
Harmattan AI's standard text
Our work is guided by clear values: building technologies with real-world impact, pursuing excellence in everything we do, setting ambitious goals, and taking on the hardest technical challenges. We operate in a demanding environment where rigor, ownership, and execution are expected.
ABOUT THE ROLE
Our ML teams build and optimize the models at the core of our autonomy stack. As a team scales, the workflow the models run on needs to move from a manual, organically grown setup onto a controlled, automated, and reproducible footing.
As an MLOps Engineer, operating out of Paris, Lausanne, or Zurich, you will own that machinery, across training and evaluation pipelines, CI, experiment tracking, and reproducibility, so that models are trained, benchmarked, and compared in a controlled and repeatable way. You free the modelers to focus on models rather than infrastructure, and you set the standard the team builds on.
RESPONSIBILITIES
- Training & Evaluation Pipelines: Build and maintain the reproducible training and evaluation pipelines the modelers run on, along with the pipeline templates and tooling they build on. The verdict on model quality stays with the modelers.
- CI & Reproducibility: Bring CI to ML work and make runs genuinely comparable across code, config, and models.
- Model Registry: Maintain a model lifecycle registry, from sandbox to production.
- Experiment Tracking & Logging: Keep results comparable and traceable across the team.
- Test Automation: Help wire on-device and hardware-in-the-loop test runs into automation and collect the results.
CANDIDATE REQUIREMENTS
- Educational Background: A degree in a STEM field, or equivalent practical experience. Practical pipeline, CI, and reproducibility experience matters more than the specific degree.
- MLOps Experience: Built and maintained ML pipelines, CI, and experiment tracking in a real production or research setting, ideally taking a manual flow and making it controlled and reproducible.
- Engineering: Strong in Python and software engineering for infrastructure.
- Bonus: Experience wiring pipelines to on-device or hardware-in-the-loop testing.
- Attributes: Systematic, reliability-minded, and service-oriented so the team is enabled, pragmatic, and good at reducing friction.
- Commitment: 100% dedication to Harmattan AI's mission of providing a defensive edge to allied nations through ethical, high-impact technology.
Harmattan AI's standard text
We look forward to hearing how you can help shape the future of autonomous defense systems at Harmattan AI.
What this role asks for
Particular to this role
MLOps · Test Automation
Rare in Harmattan AI's other 116 open postings.
Standard for data science / ML roles
Machine Learning · Python
Common in data science / ML postings at any company.
85% of this description is written for the role. The rest is Harmattan AI's standard text, folded away below.
Read against Harmattan AI's other open postings on this site.
The team: R&D HIRES STEADILY
This role is one of 96 open in R&D. 37 were posted in the last 30 days and the oldest in January: a team that hires all year rather than one being built.
WHAT THE TEAM WORKS WITH, ACROSS ITS POSTINGS
Python (39 of 96), C++ (38 of 96), Embedded Systems (37 of 96), C (17 of 96), Computer Vision (16 of 96), Linux (15 of 96), Machine Learning (14 of 96)
OTHER ROLES ON THIS TEAM
- Computer Vision Engineer (VIO) posted Oct 16
- Computer Vision Engineer posted Oct 16
- Computer Vision Engineer - Tracker posted Oct 16
- Computer Vision Engineer - Tracker posted Oct 16
- Computer Vision Engineer posted Oct 16
- Computer Vision Engineer - Tracker posted Oct 16
- Computer Vision Engineer posted Oct 16
- Lead RF Engineer - Electronic Warfare posted Oct 15
- Mechanical Design Engineer posted Oct 15
- Design & Simulation Engineer posted Oct 15
- Flight Operations Engineer posted Oct 14
- Computer Vision Engineer (VIO) posted Oct 14
- Computer Vision Engineer (VIO) posted Oct 14
- Design Release Engineer posted Oct 12
- Kernel Software Engineer posted Oct 11
- Jira Architect posted Oct 8
- System Engineer posted Oct 8
- Optical Engineer - Camera posted Oct 7
- Flight Operations Engineer posted Oct 6
- ERP Architect (Odoo) posted Oct 6
- Software Engineer - Mission Execution posted Oct 6
- Multi-Agents Mission Planning Engineer posted Oct 6
- Multi-Agents Mission Planning Engineer posted Oct 6
- Software Engineer - Mission Execution posted Oct 5
- Director of Engineering - US Region posted Oct 2
- Simulation Engineer - Drone Physical Models Integration posted Oct 2
- Senior Power Electronics Engineer posted Sep 30
- Senior Electrical Engineer posted Sep 30
- Embedded Electrical Engineer - SoM posted Sep 30
- Embedded Electrical Engineer - SoM posted Sep 30
- Embedded Electrical Engineer - SoM posted Sep 30
- Signal Processing Engineer (Radar) posted Sep 29
- Electrical Engineer (Tooling) posted Sep 25
- Electrical Engineer (Gimbal) posted Sep 25
- Electrical Engineer (Ground Control System) posted Sep 25
- Electrical Engineer (Launcher) posted Sep 25
- Electrical Engineer (Electronic Warfare) posted Sep 25
- Mechatronic Engineer - Automation Test Equipment posted Sep 16
- Embedded Software Engineer - GCS posted Sep 15
- Signal Processing Engineer (RF Processing & Analytics) posted Sep 11
- Software Engineer - Gimbal posted Sep 2
- Validation Engineer posted Aug 31
- Flight Operations Engineer posted Aug 31
- Simulation / FEA Engineer posted Aug 19
- Signal Processing Engineer (Radio) posted Aug 19
- Warhead Engineering Team posted Aug 18
- Embedded Software Engineer - SoM posted Aug 12
- Embedded Software Engineer - SoM posted Aug 12
- Embedded Software Engineer - SoM posted Aug 12
- Aerodynamic Engineer posted Aug 10
- Data Engineer (Detect & Track Distillation) posted Aug 5
- Flight Control & Dynamics Engineer posted Aug 3
- Flight Guidance & Motion Planning Engineer posted Aug 3
- Flight Guidance & Motion Planning Engineer posted Aug 3
- Flight Control & Dynamics Engineer posted Aug 3
- Senior Mechanical Engineer – Quadcopter Systems posted Jul 30
- Flight Control & Dynamics Engineer posted Jul 28
- Flight Guidance & Motion Planning Engineer posted Jul 28
- Mechanical Engineer - GCS & Launcher posted Jul 10
- Machine Learning Engineer (Detect & Track Distillation) posted Jul 2
- Embedded Software Engineer posted Jul 2
- GNC Engineer posted Jul 2
- Mechanical Engineer posted Jul 2
- Electrical Engineer posted Jul 2
- Systems Engineer posted Jul 2
- Embedded Software Engineer - Launcher posted Jun 30
- Embedded Software Engineer - Multimedia posted Jun 30
- Embedded Software Engineer posted Jun 24
- Software Engineer - Visualization posted Jun 23
- Machine Learning Engineer - Foundational posted Jun 18
- GNC Engineer posted Jun 18
- DevOps - Continuous Integration posted Jun 17
- Software Tooling Engineer - Corporate posted Jun 17
- Software Engineer posted Jun 15
- Computer Vision Engineer posted Jun 12
- Sensor Fusion Engineer posted Jun 12
- Field Deployment Engineer Lead posted Jun 12
- Field Deployment Engineer posted Jun 12
- Director of Engineering - Infrastructure posted Jun 4
- Director of Engineering - RF Systems posted Jun 4
- Drone System Validation Engineer - CH posted May 1
- Drone System Validation Engineer -FR posted Apr 7
- Industrial Software Deployment Engineer posted Mar 27
- Mechanical Engineer - Airframe posted Mar 12
- GNC Engineer posted Mar 11
- GNC Engineer posted Mar 11
- Data Engineer - Foundational posted Mar 6
- Mechanical Engineer posted Mar 5
- Machine Learning Engineer - Foundational posted Mar 5
- C2 Software Frontend Engineer posted Mar 2
- C2 Software Engineer posted Mar 2
- Embedded Software Engineer posted Feb 16
- Multi-Agents Mission Planning Engineer posted Feb 13
- Flight Operations Engineer posted Jan 28
- Chief Engineer posted Jan 26
From the team and dates on Harmattan AI's own job board.
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