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Machine Learning Operations Architect (with medical device experience)
Job Location:
Monthly Salary:
Posted:
13 August 2026 (11 hours ago)
Posted:
Application Deadline:
10 November 2026
Application Deadline:
Vacancies:
1 Vacancy
Vacancies:
Job Summary
Your mission
We are scientists doctors techies and humanity lovers with the mission of pioneering real time precision neurology to cure brain-related disorders. INBRAIN harnesses the extraordinary material properties of Graphene the worlds thinnest and nobel-prize winning material to build high resolution neural systems.Our mission is to decode and modulate neural networks to restore peoples lives.
As aMachine Learning Operations Architect you will architect and own the model lifecycle governance and deployment infrastructure. The role bridges MLOps engineering with medical-device design-control practice: it defines how models are versioned validated and promoted and builds the change-control framework (aligned with a PCCP-style approach) that governs how adaptive continuously-learning models can be safely updated post-deployment.
You will be at the forefront of bringing advanced healthcare solutions to market making a tangible difference in peoples lives worldwide.
Your profile
Main Responsibilities:
- Design and build the model versioning lineage and validation-evidence system that ties every trained model to its training datathe data source originriskmanagement and clinical evidence.
- Draft andmaintaina Predetermined Change Control Plan (PCCP)-style framework defining permitted modification types bounds and automated re-validation protocols for adaptive models in collaboration with clinical regulatoryproductand softwarestakeholders.
- Design and configure the CI/CD pipeline for trainingvalidating and promoting modelsrunning on infrastructure provided by the Software teamwith promotion gatesacross Development Testing Acceptance and Production (DTAP) tiers.
- Build drift and performancemonitoring formodels and define triggers for scheduled vs. drift-triggered retraining as part of post-market surveillance activity.
- Deployed andmaintainedprocesses andservicesversioning and tracing them against design-control processes.
Mandatory Qualifications and Soft skills:
- Bachelors orMasters degree in Computer Science Mathematics Physics ElectricalEngineeringora relatedfield.
- At least4-5 years of Hands-onML Opsengineering experience (preferably in medtech industry): model versioning/registries (MLFlowor equivalent) CI/CD for ML containerized deployment (Kubernetes) and workflow orchestration (e.g.Argo or equivalent).
- Proven experience shipping ML into a regulated or safety-critical environment (medtech - priority automotive aerospace)has designedsystems toautomatizedesign-control processes (e.g.IEC 62304 ISO 13485 DO-178C ISO 26262)and has used themfrom the inside.
- Strong infrastructure-as-code skills and comfort directly supporting data scientists toproductionizeresearch code written in Python.
- Fluency in Englishrequired (English is company language).
- Direct experience with continuous/adaptive learning systems under a change-control or PCCP-like framework delivering personalized evolving modelsin contrast to single model validation for universal use releases.
- Comfortable operating at the intersection of engineering and regulatory/clinical teams translating design-control requirements into concrete technical implementation.
- Pragmatic about scope and sequencing able to prioritize the governance/compliance work.
- Strong written documentation skills given the roles heavy emphasis on producing auditable change-control and validation records.
Nice to have:
- Experience with FDAs Predetermined Change Control Plan (PCCP) guidance or equivalent adaptive-SaMD regulatory frameworks (e.g.through an imaging/diagnostic AI company that has filed one).
- Background in adaptive neurostimulation closed-loop deep brain stimulation or closed-loop diabetes management with insulin pumps.
- Familiarity with clinical data standards (FHIR SNOMED CT NWB/BIDS) and ISO 14155/MDR/ICH E9 evidence frameworks.
Why us
We are looking for someone who Is ready to proactively bring new ideas to the team push boundaries and constantly look for innovation. At INBRAIN we believe in shared success and diverse ways of thinking here youll learn grow and advance in an innovative culture
WHAT CAN WE OFFER TO YOU
- Acollaborative environment where innovative ideas flourish and teamwork drives us forward. At INBRAIN we believe the power of collective intelligence is unique. You will be part of a team that thrives on open communication knowledge sharing and mutual respect.
- Meaningful Work Impact:Our projects are not only exciting and challenging but also have a positive impact on the industry and society as a whole. Youll be part of a team that strives to create meaningful change.
- Cutting-Edge Technology Exposure:Joining us means immersing yourself in the latest technologies and innovative solutions. Youll have access to state-of-the-art tools and resources fostering continuous learning and keeping your skills relevant in a rapidly evolving industry.
- Competitive salary (according to your experience/skills)
- Internal flexible compensation scheme
- Private Health Insurance
- Training bonus for professional development and access to Udemy platform
- 23 vacation days per year
- Christmas week off
- Hybrid working modality
Applications must be submitted in English
At INBRAIN were not just offering a job were inviting you to be part of a transformative journey Are you ready to transform lives Join us!
#diverseandinclusive
We believe that a diverse and well-balanced workforce drives innovation. At INBRAIN we foster the inclusion of all people regardless of culture age gender sexual orientation identity and diverse abilities or any other status.
About us
At Inbrain Neuroelectronics we built our company around a simple belief: great science needs great people.
Our mission is to transform the treatment of neurological disorders through neuroelectronic therapies that are safer smarter and more humancentered. We work at the intersection of neuroscience engineering and advanced materials but what truly drives us is the impact our work can have on patients lives.
Our culture is grounded in Integrity Firstwe hold ourselves to the highest ethical standards because the people we serve deserve nothing less. We are Human Powered valuing empathy collaboration and the diverse perspectives that make our ideas stronger. We encourage everyone to think likeGame Changers challenging assumptions and pushing boundaries to unlock breakthroughs that once felt out of reach.
We act with Conscious Impact aware that every decisionfrom research to clinical translationshapes real futures. And we embrace aGrowth Mindsetcreating an environment where learning is continuous curiosity is celebrated and people are supported to stretch beyond their comfort zones.
At Inbrain youll join a team united by purpose and energized by possibility. If youre looking for a place where your talent can contribute to meaningful changeand where you can grow while helping others thriveyoull feel at home here.
Our mission is to transform the treatment of neurological disorders through neuroelectronic therapies that are safer smarter and more humancentered. We work at the intersection of neuroscience engineering and advanced materials but what truly drives us is the impact our work can have on patients lives.
Our culture is grounded in Integrity Firstwe hold ourselves to the highest ethical standards because the people we serve deserve nothing less. We are Human Powered valuing empathy collaboration and the diverse perspectives that make our ideas stronger. We encourage everyone to think likeGame Changers challenging assumptions and pushing boundaries to unlock breakthroughs that once felt out of reach.
We act with Conscious Impact aware that every decisionfrom research to clinical translationshapes real futures. And we embrace aGrowth Mindsetcreating an environment where learning is continuous curiosity is celebrated and people are supported to stretch beyond their comfort zones.
At Inbrain youll join a team united by purpose and energized by possibility. If youre looking for a place where your talent can contribute to meaningful changeand where you can grow while helping others thriveyoull feel at home here.
Required Experience:
Staff IC
About Company
At Inbrain Neuroelectronics, we built our company around a simple belief: great science needs great people. Our mission is to transform the treatment of neurological disorders through neuroelectronic therapies that are safer, smarter, and more human‑centered. We work at the intersecti ... View more
