Full-Time

Machine Learning Engineer/Applied Scientist

AI Figure Generation

Posted on 8/1/2024

Biorender

Biorender

201-500 employees

Online platform for creating scientific illustrations

Biotechnology
Education
Healthcare

Senior, Expert

Remote in USA + 1 more

More locations: Remote in Canada

Category
Applied Machine Learning
Deep Learning
Computer Vision
AI & Machine Learning
Required Skills
Agile
Python
Tensorflow
Pytorch
Java
Scala
Computer Vision
Requirements
  • Extensive industry experience as an ML engineer with expert level knowledge in one or more areas: Object Detection and Image Segmentation, Computer Vision, Deep Learning, Transfer Learning, VLM, Multi-Modal or Generative model or similar.
  • Hands-on experience with deep learning frameworks such as PyTorch and TensorFlow.
  • Experience with distributed model training.
  • Experience developing custom model architectures.
  • Excellent programming skills with one or more of the following languages: python, scala, java.
  • Expertise with operationalizing, monitoring, and scaling machine learning models and pipelines in cloud ecosystems.
  • Previous experience working cross-functionally with product and engineers to deliver solutions with complex requirements in an agile environment.
Responsibilities
  • Design and execute multi-quarter AI/ML initiatives that deliver measurable technical, organizational, or business impacts in our Figure generation domain.
  • Oversee the performance and continued optimization of the figure generation model system: build machine learning models to improve design understanding, and extract user intent and context to deliver accurate, relevant, and personalized figures for users.
  • Prototype, optimize, and productionize ML models that help deliver key results.
  • Evaluate performance of figure generation systems and models end to end.
  • Influence the company’s ML system and data infrastructure to power figure creation to make it faster for our users to create communication materials.
  • Collaborate with product managers, scientists, full-stack and platform engineers, and designers on product teams.
  • Communicate with business, data, and engineering counterparts to clarify requirements, provide feedback, and share discovered data stories with stats, charts, and formal presentations. Propose recommendations to maximize business impact.

BioRender provides an online platform for creating scientific illustrations tailored for the life sciences field. Users can access thousands of pre-drawn icons and templates covering over 30 life sciences disciplines, allowing scientists, researchers, and educators to produce professional and visually appealing figures efficiently. The platform's user-friendly interface enables clients, including academic researchers, pharmaceutical companies, and educational institutions, to create figures for research papers, presentations, and educational materials with minimal effort. BioRender operates on a subscription model, offering various plans to suit different user needs, including enterprise solutions for larger organizations. The company's goal is to simplify the process of creating high-quality scientific illustrations, making it an essential resource for effective scientific communication.

Company Stage

Series A

Total Funding

$16.7M

Headquarters

Toronto, Canada

Founded

2017

Growth & Insights
Headcount

6 month growth

3%

1 year growth

3%

2 year growth

7%
Simplify Jobs

Simplify's Take

What believers are saying

  • Increased demand for digital communication boosts need for scientific visualization tools.
  • Growing interest in graphical abstracts enhances research visibility and accessibility.
  • Open-access publishing trend increases demand for high-quality, appealing figures.

What critics are saying

  • AI-driven design tools may reduce demand for BioRender's platform.
  • Increased competition from cheaper visualization platforms could erode market share.
  • Potential IP disputes over pre-drawn icons could lead to legal challenges.

What makes Biorender unique

  • BioRender offers a vast library of customizable icons and templates for scientists.
  • The platform provides a user-friendly interface for creating professional scientific figures.
  • BioRender serves diverse clients, including academia, biotech, and pharmaceutical companies.

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Benefits

Remote Work Options

Flexible Work Hours

INACTIVE