Python Backend Developer with ML
Cupertino CA
Fulltime & Permanent
Onsite/Hybrid
Objective / Engagement Overview
we are looking for an experienced / senior Backend OR Full Stack Engineer to help us update/maintain our existing study data pipeline and help bring up some ML application. The ideal candidate is able to:
• Understand complex data pipelines and learn quickly how to maintain/upgrade them
• Get familiar with the data being collected and look for ways to make data collection/cleaning/storage more efficient
• Build new backend tools to help with data collection on Apple Silicon
• Can apply ML methods to help with data analysis (regression, sentiment analysis, computer vision, etc…)
• Work cross-functionally and adapt analysis quickly
• Bonus: if Full stack engineer, a bonus would be building E2E applications (backend and frontend) on iOS devices (using Xcode)
The candidate has to be able to work exceptionally well and efficiently in a fast pace environment and multitask between data analysis requests, tasks and projects.
Skills
• Pro level Python
• R (optional)
• Track record working with complex datasets + integration across multiple systems
• Data Viz tools like R Shiny, Tableau (nice to have)
• Excellent communication skills
• Statistical analysis (hypothesis testing, statistical modeling, power analysis …)
• Git
• Very well organized
• Work exceptionally well in a fast pace environment, and be able to multitask between tasks/projects
Assumptions Candidate must have had relevant experiences from a prior academic/professional role. Good candidates usually come from the following fields:
• Data science
• Statistics
• Analytics
• Physics/Math
• Life sciences (with a focus on bio-statistics or data science)
• Neurosciences ( (with a focus on bio-statistics or data science)
• Clinical Trial or Studies