Elastic Security - Senior Machine Learning Developer 

Canada 

182175693

• 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.

• 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.
• Be comfortable working in a fully-remote environment.
• Be able to communicate clearly to diverse groups of stakeholders coming from different disciplines, timezones, and programming language preferences.
• Willingness to learn new things and ask for help.

• Experience in Security.
• Experience with AWS or GCP.
• Experience with BigQuery.
• Experience with Airflow or other CICD tooling.
• Experience with monitoring ML models in production.
• Working knowledge of graph algorithms.
• Experience with Kubernetes.

We strive to have parity of benefits across regions, and while regulations differ from place to place, we believe taking care of our people is the right thing to do.

• 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 a minimum of 16 weeks of parental leave

Applicants have rights under Federal Employment Laws; view posters linked below: Poster; Poster; Poster and (Poster)

Elasticsearch develops and distributes technology and information that is subject to U.S. and other country export controls and licensing requirements for individuals who are located in or are nationals of the following sanctioned countries and regions: Belarus, Cuba, Iran, North Korea, Russia, Syria, the Crimea Region of Ukraine, the Donetsk People’s Republic (“DNR”), and the Luhansk People’s Republic (“LNR”). If you are located in or are a national of one of the listed countries or regions, an export license may be required as a condition of your employment in this role. Please note that national origin and/or nationality do not affect eligibility for employment with Elastic