Senior Machine Learning Data Scientist
Job Description
- Apply general security and ML domain knowledge to problems, identify new avenues of research to apply to current projects.
- With minimal supervision, define and execute experiments to support research on a project.
- Independently explore data curation and labelling, and feature extraction using domain expertise
- Document results of experiments, draw and support conclusions from those experiments; with assistance, evaluate business case/impact
- Contribute significantly to group publications and presentations, including (with assistance) occasional lead or sole authorship of academic publications and presenting work at academic or industry conferences
- Keep up to date on current research and developments in ML and security
- Contribute to internal tools, including identifying gaps where new functionality would be helpful, and implementing significant changes to tools/frameworks to accommodate new technologies.
- Integrate new models into existing frameworks and support hand-off to production
- Support existing model releases, including updates and improvements as needed, and integration with internal tools and systems for production.
- 3-4 Years experience in Machine Learning.
- Fluent in machine learning and statistical concepts.
- General security domain knowledge, developing deeper expertise in some subdomain of security
- Able to identify scientific literature relevant to a problem, grasp it and apply it.
- Fluent in Python, a database query language like SQL, and familiar with a lower level language like C++.
- Good general writing skills and ability to translate complex concepts for general consumption.
- Competent at contributing to scientific papers with minimal assistance, but may need some support in crafting the scientific argument of a paper.
- Responsible for executing the research program of more senior staff, but capable of thinking independently and creatively about how to solve tactical modelling and engineering problems.
- Business level English language - both written and spoken.
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Date Posted
07/03/2024
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