AI Engineer

TeraCyte
TeraCyte

Software Engineering, Data Science

Ness Ziona, Israel

Posted 6+ months ago

About TeraCyte

TeraCyte is seeking an AI Engineer to Develop and implement AI/ML models. You will be a key contributor to the team powering our AI and analytics efforts, working alongside DevOps, and software engineering teams.

At TeraCyte, we are revolutionizing biological research and industrial processes with our cutting-edge Temporal Cytometry technology. Our end-to-end solution, from data capture to AI-driven predictions, provides unparalleled data integrity and supports groundbreaking research and applications.

If you are passionate about advancements in biotechnology and medicine, join us in shaping the future of cell biology by driving the success of our products in the market.

Key Responsibilities

  • Develop and implement AI/ML models focused on computer vision and bioimaging, such as segmentation, tracking, registration, and phenotype classification.
  • Merge into our entire data lifecycle from preprocessing, augmentation, storage formats (TIFF, RAW), and annotation pipelines to model-ready inputs.
  • Collaborate with imaging software engineers, DevOps, and product to optimize data throughput, quality, and labeling accuracy.
  • Design and scale training pipelines in the cloud (AzureML), supporting tens of terabytes of imaging data.
  • Integrate models with our imaging pipeline and Imager UI, ensuring robust and efficient real-time inference and feedback loops.
  • Perform rigorous data analysis and visualization to identify edge cases, drift, and sources of model failure.
  • Guide data collection strategies to improve performance, leveraging active learning, uncertainty sampling, and synthetic data generation.
  • Contribute to research and implementation of Vision Transformers, imaging models, or LLM-integrated vision models, where relevant.

Qualifications

  • 2+ years of experience in AI/ML with a focus on data-heavy pipelines (preferably imaging or microscopy data).
  • Proven experience in Python, PyTorch, NumPy, Pandas, and OpenCV.
  • Strong understanding of computer vision models – e.g., U-Net, YOLO, SAM, ViT.
  • Experience with cloud-based ML platforms (preferably Azure ML), dataset versioning, and blob storage management.

Nice to Have

  • Familiarity with TIFF, multi-channel imaging, and scientific data formats.
  • knowledge in cell biology or experience working with bioimaging datasets.

Why Join Us

  • Competitive salary and comprehensive benefits package.
  • Opportunity to work on innovative projects in a dynamic and collaborative environment.
  • Professional development opportunities to enhance your skills and career growth.
  • Flexible working hours and supportive work culture.

Join us and support groundbreaking innovation in biotechnology. If you are passionate about AI, efficient data flow, and operational excellence, this is the role for you., we want to hear from you!