Data Engineer
United States · Remote
Entry Level +2 · Full time
Posted 2 years ago
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MindMed is a leading mental health biotech company, focusing on novel psychedelic derived medicines. With breakthrough clinical research in psychedelic medicine and treatments, utilizing novel AI digital measures, we are turning our vision to help millions of people around the world into reality.   

Founded in 2019, we are continuously expanding our presence throughout North America, central Europe and Australia and are constantly searching for high impact individuals in various clinical, technological and business operations domains to strengthen our team.

We are searching for a data engineer with the ability to drive projects from exploratory beginnings to the final production phase. Working alongside the product and engineering teams, in particular the ML team, you will be helping to develop all data collection, pipeline and monitoring efforts. The machine learning engineer will work with different data sets collected from our ongoing clinical research.  We are working to build one of the largest datasets in mental health, which will require the highest care and quality.


Responsibilities: 

  • Work with various data sources: sound, images, biomarker based structured data, time series
  • Design architecture, implementation and maintenance of data pipelines in the various digital clinical studies in MindMed
  • Optimally store the data from different sources for an efficient data visualization
  • Implement and maintain versioning of datasets, models and experiments for replicable data science
  • Drive the annotations of clinical data
  • Integrate annotations into the pipeline using active learning
  • Manage the data collection integration of data from 3rd party vendors, hardware, cognitive tasks and internally developed applications
  • Create and maintain a data collection monitoring system
  • Lead the communication with the digital and clinical teams on the ML operations efforts
  • Create well-written and clear descriptions of the implemented systems for documentation and external communication (blog, scientific articles)


Job characteristics:  

  • Using data to solve real world's problems
  • Building data pipelines and improving their performance
  • Working with multiple correlated data streams
  • Coming up with creating innovative solutions for specified use-cases within health and pharma space
  • Strategic thinking and methodical execution
  • Work in a fast-paced environment where continuous innovation is desired
  • Rolling up your sleeves to get the job done

 

Requirements: 

  • Degree in Computer Science or a related quantitative field with relevant experience
  • Software development skills (Python is preferred, Javascript a plus)
  • Experience with building data pipelines
  • Experience working with large scale data platforms while making it easy for customers to access and leverage platforms to answer key business needs.
  • Ability to transform complex data and user/client insights into a prioritized roadmap
  • Effective presentation and interpersonal skills
  • Strong time management skills, attention to detail and resourcefulness
  • Team skills, including ability to establish and maintain effective working relationships with all levels within distributed organization
MindMed
MindMed is a psychedelic biotech company developing medicines and therapies to address addiction and mental illness.
Size:  11-50 employees
Funding Level:  Public
Symbol:  MNMD
Year Founded:  2019
Investors
CIBC
Eight Capital
Canaccord Genuity Group
Kevin O'Leary
Bruce Linton
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