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Form of work
SalaryVitra Labs is a venture-backed cell therapy company whose goal is to create oocytes from patient-derived stem cells for use in IVF. We use computational tools in combination with a cell signaling platform to recapitulate the normal developmental trajectory of nascent oocytes, without the need for donor ovarian tissue. Our mission is to curb the rise in infertility by making IVF accessible to everyone.
Description:
In this role, you will be an integral part of the computational and data engineering group, architecting predictive modeling capabilities for a next-generation computational engine. You will lead the development and implementation of machine learning methods and pipelines to characterize developmental stages and extract targets from single cell NGS, multiomics, and high-content imaging data. As an early member of the team, you will help build out our processes, contribute to the strategic planning of technical milestones, and be a key decision maker in future hires. The role will greatly influence the growth of Vitra Labs and make critical contributions towards our mission to build tools for the next generation of IVF.
Responsibilities:
- Apply data engineering principles to large single cell datasets from NGS and high throughput assays
- Develop machine learning algorithms, models, and computational workflows using large multiomic datasets from various sources following best practices in software development and code documentation.
- Integrate and harmonize external and internal datasets from diverse developmental timepoints and sample types to improve computational predictions.
- Onboard techniques for cellular AI/ machine-vision based classification.
- Collaborate with experimental biologists and engineers to validate target predictions and design experiments.
- Contribute to building a positive company culture.
Qualifications:
- PhD in computational biology, bioinformatics, computer science, or a related field.
- 3+ years of experience post-PhD
- Hands-on experience developing algorithms and applying machine learning to single cell NGS data to solve biological problems.
- Proficiency in Python and/or R and strong computational fundamentals.
- Familiarity with developmental biology and cell signaling is a plus.
Vitra Labs is an Equal Opportunity Employer. We celebrate diversity in all forms and are committed to creating an inclusive workplace that cultivates mutual respect. All employment decisions are based on qualifications, merit and business need.
