Senior Machine Learning Developer

Summary

Join the Elastic Security team as a Senior Machine Learning Engineer to innovate, build, and ship new models that help secure users against emerging threats.

Requirements

• Proficient Python programming skills
• Experience designing, training, and evaluating supervised and unsupervised models using popular ML frameworks
• Working knowledge of deep learning and clustering algorithms
• Track record of shipping models to production
• Experience with writing and running tests (unit tests, integration tests, regression tests)
• Experience with performing data analysis as required to support data quality decisions
• Ability to both give and receive helpful code reviews

Responsibilities

• Support ongoing efforts to improve data quality and ML model training automation, as well as observability and reproducibility of ML models
• Collaborate within the Security ML team, and with members of other teams, especially Data Engineering
• Promote long-term vision for monitoring performance of deployed models to identify concept drift and determine retraining cadence
• Determine how to improve models over time by leveraging implicit and explicit feedback

Benefits

• Competitive pay based on the work you do here and not your previous salary
• Health coverage for you and your family in many locations
• Ability to craft your calendar with flexible locations and schedules for many roles
• Generous number of vacation days each year
• Increase your impact - We match up to $2000 (or local currency equivalent) for financial donations and service
• Up to 40 hours each year to use toward volunteer projects you love
• Embracing parenthood with minimum of 16 weeks of parental leave