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Staff ML Engineer(m/w/x)
Building security foundation models for GenAI applications, leading real-time model creation and intricate threat dataset generation at AI security firm. 8+ years shipping ML models to production with unstructured data experience required. Focus on securing GenAI applications at scale, ensuring safe AI deployment.
Requirements
- At least 8 years of experience shipping machine learning models to production
- Experience productionizing ML models in unstructured data spaces such as NLP and vision
- Experience working on end-to-end development of ML models
- Experience working on the long tail of data distribution
- Aspiration to define the future of secure AI
Tasks
- Increase the scope and quality of defenses
- Ensure secure deployment of GenAI applications at scale
- Lead the creation of advanced real-time models
- Identify edge cases for detectors
- Collect and generate intricate threat datasets
- Ship top-tier defenses with high frequency
- Extend detector support to multiple languages
- Enhance defense performance by 100x
- Pass additional context to prompt injection detectors
- Red team models to identify vulnerabilities
Work Experience
- 8 years
Education
- Bachelor's degreeOR
- Master's degree
Languages
- English – Business Fluent
Not a perfect match?
- LakeraFull-timeRemoteSeniorZürich
- Lakera
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Staff ML Engineer(m/w/x)
Building security foundation models for GenAI applications, leading real-time model creation and intricate threat dataset generation at AI security firm. 8+ years shipping ML models to production with unstructured data experience required. Focus on securing GenAI applications at scale, ensuring safe AI deployment.
Requirements
- At least 8 years of experience shipping machine learning models to production
- Experience productionizing ML models in unstructured data spaces such as NLP and vision
- Experience working on end-to-end development of ML models
- Experience working on the long tail of data distribution
- Aspiration to define the future of secure AI
Tasks
- Increase the scope and quality of defenses
- Ensure secure deployment of GenAI applications at scale
- Lead the creation of advanced real-time models
- Identify edge cases for detectors
- Collect and generate intricate threat datasets
- Ship top-tier defenses with high frequency
- Extend detector support to multiple languages
- Enhance defense performance by 100x
- Pass additional context to prompt injection detectors
- Red team models to identify vulnerabilities
Work Experience
- 8 years
Education
- Bachelor's degreeOR
- Master's degree
Languages
- English – Business Fluent
About the Company
Lakera
Industry
IT
Description
The company is building security foundation models for AI applications, ensuring safe deployment and operation of AI technologies.
Not a perfect match?
- Lakera
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