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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
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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
Like this job?
BetaYour Career Agent finds similar jobs for you every day.
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.
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