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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