Elastic · 2 days ago
Security - Senior Machine Learning Developer
Pennsylvania, United States
Full-time
Remote
Senior Level
$128K/yr - $203K/yr
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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.
Qualification
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Required
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.
Preferred
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.
Benefits
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
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
Company
Elastic
Elastic builds software to make data usable in real time and at scale for search, logging, security, and analytics use cases.
Founded in 2012
1,001-5,000 employees
Funding
Current Stage
Public CompanyTotal Funding
$162MKey Investors
New Enterprise AssociatesIndex VenturesBenchmark
2018-10-04IPO· nyse:ESTC
2018-05-03Secondary Market· Undisclosed
2016-07-01Series D· $58M
Leadership Team
Ashutosh Kulkarni
CEO
Shay Banon
CTO and Co-Founder
Recent News
2024-05-31
thefly.com
2024-05-31
2024-05-22
Company data provided by crunchbase
