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Software Engineer, Data
Posted on 6/16/2022
INACTIVE
Locations
Toronto, ON, Canada
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Apache Spark
Data Analysis
Hadoop
NLTK
Natural Language Processing (NLP)
Python
Requirements
  • Experience building data pipelines from disparate sources
  • Hands-on experience building and scaling up compute clusters
  • Excitement about learning how to build and support machine learning pipelines that scale not just computationally, but in ways that are flexible, iterative, and geared for collaboration
  • A solid understanding of databases and large-scale data processing frameworks like Hadoop or Spark. You've not only worked with a variety of technologies, but know how to pick the right tool for the job
  • A unique combination of creative and analytic skills capable of designing a system capable of pulling together, training, and testing dozens of data sources under a unified ontology
Responsibilities
  • Develop data infrastructure to ingest, sanitize and normalize a broad range of medical data, such as electronics health records, journals, established medical ontologies, crowd-sourced labelling and other human inputs
  • Build performant and expressive interfaces to the data
  • Build infrastructure to help us not only scale up data ingest, but large-scale cloud-based machine learning
Desired Qualifications
  • Developing systems to do or support machine learning, including experience working with NLP toolkits like Stanford CoreNLP, OpenNLP, and/or Python's NLTK
  • Expertise with wrangling healthcare data and/or HIPAA
  • Experience with managing large-scale data labelling and acquisition, through tools such as through Amazon Turk or DeepDive
Fathom
Company Overview
Fathom is a wearable AI platform that personalizes your athletic training to your biomechanical needs.