Staff Machine Learning Engineer
Posted on 11/12/2022
INACTIVE
Locations
San Francisco, CA, USA • New York, NY, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Computer Vision
Google Cloud Platform
SQL
Natural Language Processing (NLP)
Kubernetes
Python
Requirements
- Passion for learning and sharing knowledge with the team around you
- Professional experience in a data-oriented, software engineering role
- Advanced proficiency with Python and associated packages for numerical analysis
- Strong SQL skills, including designing and optimizing database queries and indexing
- BS/MS/Ph.D. in a quantitative field such as Computer Science, Physics, Mathematics, etc. or equivalent work experience & analytical skills
Responsibilities
- Collaborate with our data scientists to architect, design, and standardize our machine learning pipelines and operations
- Standardize our ML tooling and operations in a cloud environment
- Optimize and scale our geospatial, computer vision, and natural language processing models (we work on a bit of everything)
- Automate our operations to shorten the time between development and deployment
- Evangelize MLOps and MLE best practices throughout the organization to help make ML central to our processes and decision making processes
- Increase the observability and monitoring of our ML pipelines
- Write optimized, testable, and maintainable Python code
Desired Qualifications
- Experience with Kubernetes and / or Google Cloud Platform
- Test driven development
- Passionate about building and developing a world class engineering culture. You are humble and drive positivity
Data insights & analytics platform
Company Overview
Premise’s mission is to close the information gap in a complex, evolving world. The company has created an all-in-one platform that makes sourcing data better for organizations and individuals alike by combining their technology with communities of global smartphone users in more than 125 countries.
Benefits
- Medical, dental, & vision insurance
- Disability & pet insurance
- 401k
- Life & accident insurance
- Commuter & parking subsidies
- Unlimited time off
- Paid holidays
- Flexible office hours
- EAP
- HSA & FSA
- Daily lunch & snacks
Company Core Values
- Alignment
- Disruption
- Courage
- Initiative
- Loyalty
- Excellence