Machine Learning Engineer

1 week ago

Migdal Tefen North District, Israel Equashield Israel Full time $100,000 - $150,000 per year

At Equashield, we're transforming medical safety with breakthrough pharmacy automation and robotics. We're seeking a talented
Machine Learning Engineer
to join our Software & Automation team and help develop intelligent systems that power the next generation of medical robotics.

Your work will focus on developing ML and computer vision models that enable our robots to 'see' and operate more safely and accurately in real-world pharmacy environments.

What You'll Do

  • Develop and optimize computer vision models for tasks such as object detection, recognition, and anomaly detection from camera feeds.
  • Collaborate with software, hardware, QA, and product teams to integrate models into real-time decision and control systems.
  • Integrate perception algorithms with robotic control systems to improve automation accuracy.
  • Improve ML deployment workflows and contribute to MLOps practices.
  • Document models, experiments, and validation processes for regulatory and audit needs

What You Bring

  • B.A./B.Sc. in Computer Science, Data Science, or related technical field.
  • 2–5 years of hands-on experience in Python development.
  • Solid understanding of ML fundamentals: supervised/unsupervised learning, validation, evaluation metrics..
  • Proficiency with ML libraries (scikit-learn, pandas, NumPy, TensorFlow or PyTorch).
  • Ability to write clean, modular, production-ready Python code.
  • Familiarity with REST APIs and model integration into backend services.
  • A curious mindset, collaborative approach, and passion for applying data to real-world challenges.

Nice to Have

  • Experience deploying ML models to production (Docker, containers, REST services).
  • Background in real-time systems, computer vision, or image processing (OpenCV, Pillow).
  • Familiarity with cloud ML platforms (AWS SageMaker, Azure ML).
  • Experience in medical/regulated systems (ISO 13485, IEC

Why Equashield?

  • Work on mission-driven projects that directly improve patient safety.
  • Apply machine learning in real-world medical automation with clinical impact.
  • Collaborate in a multidisciplinary environment combining robotics, software, and AI.
  • Grow with a fast-scaling global company, leveraging cutting-edge technologies

If you're excited by complex challenges, real-world data, and making a difference in healthcare — we'd love to hear from you.

Apply now and help bring intelligence to automation.

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