Bioinformatician / Bioinformatics Scientist (Python/R programmer)
Full Job Description
AI Techlife is a Canadian-based Artificial Intelligence consulting company that harnesses the power of cloud technologies to help Canadian businesses adapt to the digital world and build modern software. Our people are at the centre of our values, and our core value is to embrace our great software developers. Through a modern and refined development process, we create a long-term relationship between our developers and our clients. We are passionate about our quality work and quality developers, and we continuously learn and improve our processes.
We are looking for talented Bioinformatician who are passionate about building ML platforms and data pipelines for large-scale genomic data repositories. You’ll build a state-of-the-art platform and data pipeline. You’ll work closely with various stakeholders within the company to design and build a platform that powers the best-in-class enterprise product suite that’s loved by our customers.
Do you want to contribute to cutting-edge research in medical AI, bioinformatics and computational medicine? Are you interested in machine learning applications in precision medicine, clinical genomics and disease research? Are you interested in learning and applying new technologies?
If so, AI Techlife is interested in hiring you.
This is a work-from-home opportunity. We are unable to provide work authorization sponsorship at this time.
Responsibilities:
· Analysis of biomedical data sets, including genome, medical imaging and natural language processing data
· Application of a range of machine learning methods and tools to clinical research projects
· Comparative evaluation of the 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, software engineers, domain experts and scientists within AI Techlife and with external teams to define processes to transform harmonized data into analysis-ready R/Python objects.
· Generate clearly written documents that describe these transformation processes.
· Generate R/Python scripts to implement these transformations.
· Ensure project objectives/requirements are clear and agreed to by all stakeholders
Requirements:
· PhD or Master of Science in Bioinformatics, Computer Science, Data Science or equivalent experience with several years of practical industry experience.
· Experience analyzing multiple types of high dimensional genomic data types in R and/or Python.
· Background in machine learning, predictive modeling and data analysis
· Proficiency in Python and/or R
· Experience with image analysis
· Experience with natural language processing (NLP)
· Comfortable with modern Linux environments and version control (Git, GitLab)
· Exceptional communication and data presentation skills, including the ability to credibly explain complex scientific ideas to a diverse audience.
· Ability to work successfully in cross-functional teams to collaboratively solve complex problems.
· Experience delivering successful software projects from inception through deployment
· Experience building scalable systems and architectures
· Fluent in English (Conversation and Writing)
This will make you extra competitive:
· Familiarity with HPC environments and how to run applications in HPC clusters
· 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
· Experience with AI on Cloud/Edge
If you feel you don’t meet 100% of the qualifications outlined above, we want you to apply! AI Techlife believes in hiring people, not just skills. If you are passionate about learning and excited about what we are doing, then we want to hear from you.
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