Senior Software Engineer
2 months ago
Your role and responsibilities will include:
Developing 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 Building performant and expressive interfaces to the data Creating infrastructure to help us not only scale up data ingest, but large-scale cloud-based machine learning
We are looking for a teammate with:
5+ years of software engineering experience in a company/production setting Knowledge of algorithms, data structures and systems design Experience building data pipelines from disparate sources Hands-on experience building and scaling up compute clusters A solid understanding of databases and large-scale data processing frameworks like Hadoop or Spark and the ability to evaluate which tools to use on the job A unique combination of creative and analytic skills apt of designing a system capable of pulling together, training, and testing dozens of data sources under a unified ontology
Bonus points if you have:
Know-how of 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
Compensation:
Salary: $175,000 CAD - $220,000 CAD Company Equity
Benefits:
Unlimited Vacation + Sick Days Medical/Dental/Vision Coverage Group Retirement Savings Plan-
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