Staff Machine Learning Engineer
Vancouver
Applications have closed
Everbridge
Keep people safe and organizations running with Everbridge. Empower Resilience. Anticipate, mitigate, respond to, and recover from critical events.What you'll do:
- Develop NLP and other AI/ML models powering Everbridge’s risk intelligence automation tools and CEM analytics, planning, and forecasting products
- Lead a group of software, data, and ML engineers to define data models, acquire data sets, and build data pipelines necessary to power data and analytics product capabilities
- Work with software and data engineers to develop our core machine learning platform
- Mentor junior team members and establish machine learning engineering best practices
What you'll bring:
- Ph.D. in a technical field or bachelor's degree plus 3 years' experience
- 3+ years of experience developing NLP models (e.g. BERT, BART, DistilBERT) in production
- 3+ years of experience with a programming language in a production setting (e.g., Python, Java)
- 3+ years' experience with machine learning frameworks (e.g. PyTorch, TensorFlow)
- 2+ years’ experience with use of distributed data processing frameworks (e.g. Spark, Storm)
- Strong computer science, machine learning, and information theory fundamentals
- Experience with tools like Airflow, Docker, and Kubernetes is plus
- Familiarity with GPU computing (i.e. CUDA and cuDNN)
Bridger Culture:
At Everbridge, we have a mission that matters – to keep people safe and businesses running during critical events. Our “Bridgers” join Everbridge to make a positive impact on the world through their work. The core of our company culture is built around making a difference. Our people are dedicated to solving problems during difficult times and challenging situations as our software was built to save lives. We are a rapidly growing organization transforming the field of critical event management and need passionate, committed and determined individuals to help us carry out our mission. Our environment is dynamic, and our culture is constantly evolving and expanding in order to provide the best employee experience. Click here to learn more about what we do. Passionate about our mission? Want to #BeTheBridge? Apply to be a part of our team today! Everbridge is an Equal Opportunity/Affirmative Action Employer. All qualified Applicants will receive consideration for employment without regard to race, creed, color, religion, or sex including sexual orientation and gender identity, national origin, disability, protected Veteran Status, or any other characteristic protected by applicable federal, state, or local law.
Tags: Airflow BERT Computer Science CUDA cuDNN Data pipelines Docker Engineering GPU Kubernetes Machine Learning ML models NLP Pipelines Python PyTorch Spark TensorFlow
Perks/benefits: Team events
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