Axle ยท 9 hours ago
Computational Scientist - AI/ML for Omics Integration
Frederick, MD
Full-time
Onsite
Mid, Senior Level
$115K/yr - $130K/yrAxle is a bioscience and information technology company that focuses on advancements in translational research and biomedical informatics. They are seeking a Computational Scientist to develop and apply advanced AI/ML techniques for integrating multi-omics datasets, aimed at enhancing organoid characterization and quality assessment.
BiotechnologyHealth CareInformation TechnologySoftware
Responsibilities
The successful candidate will design and implement machine learning algorithms that integrate diverse omics datasets including genomics, transcriptomics, proteomics, and metabolomics data to create comprehensive organoid characterization profiles
They will develop predictive models that assess organoid quality and functionality based on molecular signatures and identify biomarkers that correlate with successful organoid development
The role involves creating computational tools for comparing organoid characteristics across different protocols and laboratories to support standardization efforts
Collaboration with experimental teams to validate computational predictions and translate findings into actionable protocol improvements will be essential
Qualification
Required
Candidates must hold a PhD in computational biology, bioinformatics, computer science, or a related quantitative field with demonstrated experience applying AI/ML methods to biological systems
Strong programming skills in Python and R are required, along with experience with machine learning frameworks and statistical analysis packages
Knowledge of multi-omics data integration techniques and experience with biological pathway analysis are necessary
Familiarity with cloud computing platforms and high-performance computing environments is required
Preferred
Previous experience working with organoid datasets or tissue engineering applications is highly desirable
Experience with deep learning approaches for biological data, knowledge of systems biology principles, and familiarity with network analysis methods will be considered valuable assets
Experience with collaborative research projects and manuscript preparation is preferred
Benefits
100% Medical, Dental & Vision Coverage for Employees
Paid Time Off and Paid Holidays
401K match up to 5%
Educational Benefits for Career Growth
Employee Referral Bonus
Flexible Spending Accounts:
Healthcare (FSA)
Parking Reimbursement Account (PRK)
Dependent Care Assistant Program (DCAP)
Transportation Reimbursement Account (TRN)
Company
Axle
At Axle, we are driven by the mission to accelerate discovery and enhance organizational outcomes by revolutionizing operations with our innovative solutions.
Founded in 2002
501-1000 employees
H1B Sponsorship
Axle has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (37)
2024 (40)
2023 (61)
2022 (30)
2021 (19)
2020 (38)
Funding
Current Stage
Late StageLeadership Team
Gary Mays
Chief Operating Officer
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