Full-Time

Data Scientist

Posted on 8/22/2024

Axle

Axle

201-500 employees

Provides informatics solutions for biomedical research

Enterprise Software
Biotechnology
Healthcare

Compensation Overview

$135k - $155kAnnually

Junior, Mid, Senior

North Bethesda, MD, USA

Category
Data Science
Data & Analytics
Required Skills
Python
Data Science
Tensorflow
R
Git
Pytorch
Java
C/C++
OpenCV
Computer Vision
Requirements
  • 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, R, Java, or C++.
  • Proficiency with AI and machine learning frameworks and libraries such as TensorFlow, PyTorch, or scikit-learn.
  • Experience with image analysis software and libraries such as ImageJ, CellProfiler, OpenCV, or similar.
  • Knowledge of statistical analysis and data visualization techniques.
  • Familiarity with high-performance computing and cloud-based data processing environments.
  • Excellent problem-solving skills and the ability to work both independently and as part of a team.
  • Strong communication skills and the ability to convey complex technical concepts to non-technical audiences.
  • Experience in developing AI-driven software tools for biomedical research.
  • Experience with version control systems such as Git.
  • Previous experience working in a collaborative, interdisciplinary research environment.
Responsibilities
  • Develop, implement, and optimize AI and computer vision algorithms for processing and analyzing biomedical imaging data from HTS, HCS, and other high-dimensional datasets.
  • 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.
  • Some experience in common workflow language is a plus.

Axle Informatics provides solutions that merge bioscience and information technology, focusing on translational research, health informatics, and data science. The company develops tools that help research centers and healthcare organizations turn scientific discoveries into practical applications, enhancing decision-making processes. Axle differentiates itself by offering customized software and data management platforms that allow users to extract insights from research data. The goal is to advance public health by supporting biomedical and clinical research.

Company Stage

N/A

Total Funding

N/A

Headquarters

Rockville, Maryland

Founded

2002

Simplify Jobs

Simplify's Take

What believers are saying

  • Rising demand for AI-driven data analytics boosts Axle's healthcare partnerships.
  • Precision medicine's growth aligns with Axle's computational biology expertise.
  • Global health informatics market growth enhances Axle's competitive edge.

What critics are saying

  • Increased competition from companies like Indica Labs may reduce market share.
  • Rapid digital pathology advancements require significant R&D investment to stay competitive.
  • Dependence on partnerships for large contracts poses risks if partnerships dissolve.

What makes Axle unique

  • Axle Informatics specializes in bioscience and IT, focusing on translational research.
  • The company offers advanced solutions in health informatics and data science.
  • Axle leverages expertise in biomedical science and software engineering for research tools.

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Benefits

Health Insurance

Dental Insurance

Vision Insurance

Paid Vacation

Paid Holidays

401(k) Company Match

Educational Benefits for Career Growth

Employee Referral Bonus

Flexible Spending Accounts

INACTIVE