Full-Time

Data Scientist

Confirmed live in the last 24 hours

Axle

Axle

201-500 employees

Provides informatics solutions for biomedical research

Data & Analytics
Enterprise Software
Biotechnology
Healthcare

Compensation Overview

$135k - $155kAnnually

Junior, Mid

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 specialized solutions that combine bioscience and information technology, focusing on translational research, health informatics, and data science. Their products help research centers and healthcare organizations turn scientific discoveries into practical applications, such as new treatments and diagnostics. Axle develops research tools that enhance decision-making by utilizing advanced analytical models, algorithms, and visualization tools to manage large volumes of data. This automation allows researchers to efficiently track and analyze data, leading to improved healthcare outcomes. Unlike many competitors, Axle emphasizes customized software and data management platforms that facilitate the transition from laboratory research to clinical application, known as moving from "bench to bedside." The company's goal is to advance public health by providing effective informatics solutions that support biomedical and clinical research.

Company Stage

N/A

Total Funding

N/A

Headquarters

Rockville, Maryland

Founded

N/A

Growth & Insights
Headcount

6 month growth

6%

1 year growth

6%

2 year growth

6%
Simplify Jobs

Simplify's Take

What believers are saying

  • Collaborations with major institutions like NIH and NCI provide significant opportunities for impactful research and career growth.
  • The company's focus on cutting-edge technology and advanced analytical models offers employees the chance to work on innovative projects that drive healthcare advancements.
  • Axle's role in high-profile projects, such as the development of COVID-19 histopathology image collections, underscores its influence and potential for future growth.

What critics are saying

  • The highly specialized nature of Axle's work may limit its market to niche segments, potentially constraining growth opportunities.
  • Dependence on large-scale collaborations and government contracts could pose risks if such partnerships are not sustained.

What makes Axle unique

  • Axle Informatics uniquely combines bioscience expertise with advanced IT solutions, specifically targeting translational research and health informatics, unlike competitors who may focus solely on one domain.
  • Their ability to automate data aggregation and provide intuitive digital tools for large-scale data interpretation sets them apart in the biomedical research market.
  • Axle's collaborative projects with high-profile institutions like the NIH and NCI highlight their credibility and specialized capabilities in the field.

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