- Analysis of biomedical data sets, including pathology, lab, medical imaging and clinical reports data.
- Implementing datasets into a range of machine learning methods used in clinical sciences, hospital infrastructure, and research projects.
- Labelling, organizing, annotating, and sorting medical data for training numerous NLP and vision based models.
- Comparative evaluation of ML methods and tools for each data analysis task.
- Developing and maintaining existing data-analysis pipelines, identifying, and testing new tools
- Systematic exploration of high-dimensional data to identify issues of practical or theoretical importance using mathematical/computational approaches
- Integrative analysis of multiple data types
- Collaboration with clinical research teams at SapienSecure partner Hospital Systems and with external channel partner teams
- A degree in Computer Science, Bioinformatics, Data Science or related field
- Background in machine learning, predictive modeling, and data analysis
- Proficiency in Python and/or R
- Proficiency in Unix or Linux
- Experience with natural language processing (NLP)
- Familiarity with high performance computing environments and how to run applications in compute clusters
- Experience with image analysis
- Experience developing and implementing algorithms for the processing of large genomics and biomedical data sets
- Background in biology, genetics, medicine, and statistics, to understand the scientific requirements of the applications to be developed.
- Experience testing and developing machine learning tools and pipelines
- Casual dress
- Flexible schedule
- Work from home
- French not required
- Monday to Friday
Company
Location
Vancouver - Canada
Job type
Full-Time
Python Job Details
Data Scientist AI and NLP- Full Job Description
About SapienSecure.io
SapienSecure is a Healthcare Intelligence Company, based in Vancouver BC, that empowers medical data... Securely, Efficiently, Confidently. SapienSecure.io hospital system enterprise platform is comprised of leading-edge, AI powered, de-identification software and data extraction tools to rapidly deliver en masse datasets for immediate real-time discovery, classification, insights and export.
SapienSecure is working with leading health systems currently to provide clinicians, data scientists and researchers with access to secure, trusted data to improve clinical research and innovation in health sciences.
Position Description:
As part of the SapienSecure core development team, you will be integral to the development of the SapienSecure product roadmap, by supporting our AI team with dataset creation, aggregation, de-identification, and results analytics.
Here's What You'll Get to Do:
Here's What You'll Need:
This will make you extra competitive:
Salary: $75,000.00-$110,000.00 per year
Location: Vancouver, BC. Mixed remote and in-office development.
Please submit a resume, a letter of interest and at least 2 references with your application.
Job Types: Full-time, Permanent
Salary: $70,000.00-$110,000.00 per year
Benefits:
Flexible Language Requirement:
Schedule:
Work Location: Hybrid remote in Vancouver, BC
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