Staff Research Engineer – Music
Spotify
AWSAzureCloudGoogle Cloud PlatformPyTorch
Senior Staff Algorithm Research Engineer
Diabetes Youth Families
full-time
Posted on:
Location: California, Massachusetts • 🇺🇸 United States
Visit company websiteSalary
💰 $142,950 - $214,425 per year
Job Level
Senior
Tech Stack
AWSAzureCloudCognosGoogle Cloud PlatformMongoDBMS SQL ServerOraclePythonSparkSQLTableau
About the role
- Work with IT and cross functional teams to identify data sources, design data ingestion, clean up, and pre-processing scripts as needed.
- Leverage cloud computing technologies for automated machine learning and analytics pipelines, such as Azure, AWS, GCP, Databricks, etc.
- Explore data patterns using existing data science tools and self-created programs.
- Perform statistical analysis, predictive modeling, and generate automated reporting as required.
- Develop and implement algorithms for insulin pump therapy optimization, and next generation artificial pancreas insulin control
- Clearly communicate findings to a broad audience, in relation to business objectives.
- Mentor more junior engineers/data scientists.
- Performs other duties as required.
Requirements
- At least 8 years of work experience in data science or machine learning, and a Bachelors degree in Mathematics, Computer Science, Electrical and Computer Engineering, or a closely related field is preferred.
- At least 4 years of work experience in data science or machine learning, and a Master’s degree or Doctorate in Mathematics, Computer Science, Electrical and Computer Engineering, or a closely related field is required.
- Experiences in medical device or healthcare industries is desirable.
- Experience in Python, Spark
- Additional experience in more analytic software tools, such as R, Matlab, is a plus
- Demonstrated proficiency in SQL and one or more relational databases, such as Oracle, Teradata, Microsoft SQL Server, etc
- Knowledge of diabetes pathophysiology, insulin signaling, and/or human physiology
- Knowledge in non-relational databases (MongoDB) is a plus
- Experience in Business Intelligence tools, such as Spotfire, Tableau, Cognos.
- Demonstrated knowledge of software engineering principles and practices.
- Ability to work independently without detailed guidance, while maintaining effective communications with leaders and stakeholders.
- Ability to communicate effectively and document objectives and procedures.
