Job
- Level
- Lead
- Job Field
- IT, Data, Security
- Employment Type
- Full Time
- Contract Type
- Permanent employment
- Location
- Tübingen
- Working Model
- Full Remote, Hybrid, Onsite
Job Summary
In this role, you will develop end-to-end detection features within AI security, work on traffic analyses, model business logic, and handle debugging in Docker and Kubernetes environments.
Job Technologies
Your role in the team
- You are responsible for core detection and analysis features end to end: data collection, training, evaluation, deployment, and everything that breaks afterward.
- You work across the entire Threat Surface: Prompt Injection, Jailbreaks, PII Detection and Redaction, Content Filtering, Data Exfiltration, Agent Misuse.
- You are building the parts of the Detection Stack that are not models: traffic analysis for Policy Autopilot, parameterization, and the business logic that makes a decision from a signal.
- You build and defend our benchmark harness. Detection Rate, False Positive Rate, and Latency are product metrics here, and customers feel all three.
- You think security into the pipeline itself. We build our detection infrastructure in-house, from data provenance to our own training and evaluation tooling.
- You bring containerized services into Docker and Kubernetes environments.
- You debug across the entire stack, from model output through runtime and container to the network.
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Our expectations of you
Education
- A security instinct: pentesting, red teaming, CTF, bug bounty, or adversarial ML. If you can attack systems and train models, your degree doesn't matter to us.
Qualifications
- Full MLOps responsibility. You have deployed a model from raw data into production and kept it running there.
- Very good Python and PyTorch.
- Discipline in benchmarking and evaluation.
- Clear written communication and a collaborative, adaptable working style. Small team, lots of async.
- Docker and REST APIs.
- Fluent in spoken and written English.
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What we offer
- Send us your CV as a PDF to career@matvis.com with "Machine Learning Lead" in the subject line. No cover letter required.
- If you have public work, send the links: CVEs, CTF write-ups, papers, repositories. They matter more to us than the resume.
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Topics You Will Work On
Job Locations
About Your Employer
Matvis Gmbh
MATVIS GmbH, based in Tübingen, is a technology company specializing in AI security and compliance. It provides security and control solutions for the use of AI models in corporate environments, addressing risks related to GenAI and the protection of sensitive data.
Description
- Company Type
- Startup
- Working Model
- Full Remote, Hybrid, Onsite
- Industry
- Internet, IT, Telecommunication