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Senior Algorithm Developer

Develops and productionizes NLP and LLM algorithms and agentic workflows for analyzing medical text and supporting clinical decision-making. The role requires at least five years of Python-based algorithm development experience and strong production AI engineering skills.

About the job

Responsibilities

  • Design, develop, implement, and evaluate robust, scalable AI algorithms and agentic workflows for clinical settings.
  • Prepare, process, and analyze complex medical data for algorithm development and validation.
  • Ensure algorithm reliability, performance, and accuracy in production through troubleshooting, testing, monitoring, and continuous improvement.
  • Collaborate with Product Managers and Clinical Specialists to translate clinical and business needs into data-driven solutions.
  • Research, develop, and integrate text-based algorithms for medical text.
  • Apply NLP and Large Language Models (LLMs) to extract insights from medical texts and develop intelligent agents for clinical decision support.
  • Stay current with advancements in GenAI, LLMs, and deep learning.
  • Organize and participate in seminars, book clubs, and conferences.

Technical Stack

  • Programming: Python
  • NLP and LLMs: Pydantic, Hugging Face Transformers, spaCy, Amazon Bedrock
  • Infrastructure: AWS, Docker
  • Deep learning: TensorFlow, Keras, PyTorch

Requirements

  • Minimum 5 years of hands-on experience in algorithm development using Python.
  • Strong foundation in software engineering principles and clean, efficient coding practices.
  • Extensive experience with NLP, LLMs, RAG, prompt engineering, and agentic workflows.
  • Experience deploying, delivering, and maintaining AI algorithms in real-world production environments.
  • Strong interpersonal and communication skills, with the ability to work effectively in cross-functional teams involving product managers, clinicians, and engineers.

Nice-to-Haves

  • Experience with AWS.
  • Experience in the medical domain.
  • M.Sc. or higher in Computer Science or a related scientific discipline.

Compensation and Benefits

  • Competitive cash compensation, equity, and benefits.
  • Employees in Israel receive a comprehensive benefits package including dental insurance, performance-based bonuses, a Cibus meal allowance, meals at the office, and more.

Skills

Python, Natural Language Processing, LLMs, Retrieval-Augmented Generation, Prompt Engineering, Agentic Workflows, AWS, Docker, Hugging Face Transformers, Spacy, Amazon Bedrock, TensorFlow, Keras, PyTorch

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