Senior Machine Learning Engineer, 1Password

• Bachelors or Higher Education in Computer Science, Statistics or related fields
• Excellent understanding of ML techniques, including classification, regression, outlier detection
• 3+ years of SQL data modeling experience
• 3+ years of experience with Python and its data ecosystem (numpy, pandas, sklearn, etc.)
• Strong understanding of data engineering concepts and challenges
• Experience with AWS data technologies

Desirable

• 1Password is searching for an Applied Machine Learning (ML) Engineer to join our Data Engineering team, supporting our data reliability function
• In this role you will build algorithms that detect issues impacting data quality in our transactional or reporting systems, and improve our ability to isolate the root cause of reporting errors
• As a strategic thinker, you will thrive on tackling complexities and driving meaningful solutions
• Your role will involve setting up ML infrastructure and applying ML to solve critical business problems
• While ensuring data quality is paramount, you will also have the opportunity to explore and overcome a wide range of additional obstacles
• Develop supervised unsupervised ML algorithms to detect data quality issues & detecting upstream changes
• Identify critical paths and classify various business edge cases
• Develop supervised ML algorithms to monitor key stages within the data transformation pipeline
• Define Data Quality Statistics to monitor Key Metrics
• Perform statistical root cause analysis to identify clusters of bad data
• Deploy and monitor ML models in production
• Perform ad hoc statistical and business analysis to identify where ML can optimize processes