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As a user study team 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 crossfunctionally and adapt analysis quickly
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
Excellent communication skills
Git
Very well organized
Work exceptionally well in a fast pace environment and be able to multitask between tasks/projects
Nice To haves
Data Viz tools like R Shiny Tableau (nice to have)
Statistical analysis (hypothesis testing statistical modeling power analysis )
if Full stack engineer a bonus would be building E2E applications (backend and frontend) on iOS devices (using Xcode)
Assumptions
Candidate must have had relevant experiences from a prior academic/professional role. Good candidates usually come from the following fields:
Backend Engineer
Full Stack Engineer
Data Engineer
Data science
Full Time