About the role
(ID: 2025-1038)
Axle is a bioscience and information technology company that offers advancements in translational research, biomedical informatics, and data science applications to research centers and healthcare organizations nationally and abroad. With experts in biomedical science, software engineering, and program management, we focus on developing and applying research tools and techniques to empower decision-making and accelerate research discoveries. We work with some of the top research organizations and facilities in the country including multiple institutes at the National Institutes of Health (NIH).
Benefits We Offer:
- 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)
Overview
We are seeking a highly skilled and motivated Data Scientist II to support the development of scalable state-of-the-art systems that use artificial intelligence (AI) to empower scientists and physicians. This role will focus on using AI across multiple modalities (images, text, etc.) to accelerate the pace of scientific research. The successful candidate will collaborate with a multidisciplinary team of scientists, software engineers, and biologists to drive advancements in translational sciences. The ability to think critically and work independently as a part of a team is a must. A strong preference will be given to adata scientists with a background in the development of data pipelines, fundamental knowledge of large language model architectures, agents, and computer vision models. A background in biology and/or medicine is preferred.
Responsibilities
- Develop, implement, and optimize LLMs and computer vision algorithms for processing and analyzing biomedical text and image data.
- Design and develop software tools and pipelines for automated image analysis, data integration, and visualization, leveraging machine learning and deep learning techniques.
- Collaborate with biologists and other researchers to understand their needs and translate them into technical solutions, incorporating state-of-the-art AI methodologies.
- Perform data mining, statistical analysis, and machine learning on large-scale biomedical imaging datasets to extract meaningful insights and improve predictive accuracy.
- Validate and benchmark AI-driven imaging algorithms and tools to ensure their accuracy, robustness, and scalability.
- Document software development processes, create user manuals, and provide training and support to end-users, particularly focusing on AI applications.
- Stay up-to-date with the latest advancements in AI, computer vision, biomedical imaging, computational biology, and data science, and apply this knowledge to improve existing tools and methodologies.
- Participate in interdisciplinary team meetings, present findings, and contribute to scientific publications and grant proposals, emphasizing AI and computer vision innovations.
- Identify and implement new AI technologies and frameworks to enhance the capabilities of biomedical imaging tools and methodologies.
- Knowledge of code packaging, containerization technologies, and continuous integration pipelines.
- DevOps experience with Kubernetes and workflow automation is a plus.
Qualifications
- Ph.D. or Master’s degree in Data Science, Computer Science, Biomedical Engineering, Bioinformatics, or a related field.
- Proven experience in biomedical imaging analysis, AI, and computer vision, preferably in HTS and HCS contexts.
- Strong programming skills in languages such as Python. C++ and Rust is a plus.
Skills & Tags
02 Aplyr's read
Axle Informatics is a dynamic IT and consulting firm, attracting professionals in data analytics, software development, and scientific computing.
What's promising
- •Strong focus on cutting-edge data analytics and IT services.
- •Diverse roles in scientific computing and AI indicate growth in tech innovation.
- •Opportunities in healthcare and life sciences suggest a focus on impactful industries.
What to watch
- •Highly specialized roles may limit opportunities for generalists.
- •Rapid tech evolution could lead to skill obsolescence.
- •Limited public information about company culture and work-life balance.
Why Axle Informatics
- •Specializes in integrating AI/ML with biomedical and omics data.
- •Expertise in healthcare EHR interoperability sets it apart in health tech.
- •Focus on scientific computing attracts niche scientific talent.
Aplyr’s read is generated by AI from public sources. Was it useful?
03 About Axle Informatics
Axle Informatics is a technology and consulting company that specializes in providing innovative solutions in the fields of data analytics, software development, and IT services.
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