About Aidoc
Aidoc is the market leader in healthcare AI and has developed the world's largest clinical frontier model, supporting nearly 50 million patients each year.
Aidoc is deployed in more than 2,000 medical centers worldwide. Since our founding in 2016, Aidoc has raised over $500 million and achieved a record number of FDA-cleared solutions.
Medical diagnosis is hitting a breaking point, where the number of physicians hasn't kept up with the rapidly growing patient load. This leads to misdiagnosis and treatment delays that result in hundreds of thousands of deaths every year. Aidoc assists clinicians by precisely highlighting diseases directly on medical images, preventing misdiagnosis and ensuring that urgent patients receive the immediate attention they need.
About this role
Building AI that delivers value in the real world takes more than an algorithm. It requires mastering the data layers the algorithms are trained and evaluated on, including the clinical nuances they carry. We are among the few companies paving the way for methodologies and architectural patterns that don't yet exist in this field.
That's the work of the AI Data Development Group, part of Aidoc's AI organization and the data analytics core of our algorithm development process. Our data development achievements sit at the heart of improvements in our AI accuracy and scalability.
Within the group, the Data-Dev analyst team is involved at every stage, from early data exploration to confirming an algorithm is ready to scale. We analyze data to inform algorithm design decisions, define the clinical ground truth and metrics behind the algorithms, and assess performance and robustness. Our analyses shape which approaches move forward, in close partnership with algorithm developers, product teams, clinical experts, and operational stakeholders.
Responsibilities
- Own dataset development initiatives, building training and evaluation datasets grounded in clinical ground truth.
- Translate product and algorithmic questions into defined metrics and data-driven recommendations.
- Evaluate algorithm performance and robustness, and assess readiness to scale.
- Drive exploratory analyses that inform algorithm design and development decisions, as well as product ideation, grounded in a deep understanding of clinical workflows and model behavior.
- Partner with algorithm developers, product, clinical experts, and operational stakeholders to enable data-informed decisions across the algorithm lifecycle.
- Bring state-of-the-art AI capabilities to the team, raising the standardization, efficiency, and quality of our deliverables.
Requirements
- 5+ years of hands-on data analysis or research experience at a SaaS or technology company.
- Extensive experience analyzing complex, large-scale datasets with Python and SQL, alongside a proactive, technical approach to applying AI tools and LLMs in analysis and research workflows.
- Proven ability to turn open-ended product, algorithmic, and stakeholder questions into structured analyses, metrics, and recommendations, moving fluidly between deep research and hands-on execution.
- Strong ownership and self-management, with a track record of leading projects from problem definition through execution, and prioritizing multiple projects independently.
- Excellent communication skills and experience working with stakeholders across Product, R&D, and clinical teams.
- B.Sc. in Engineering or Exact Sciences; M.Sc. or Ph.D. is a major advantage.
- Familiarity with machine learning algorithms and AI development is a major advantage; experience with medical or clinical data is a plus.
- Passion for healthcare and for the potential of AI to improve clinical outcomes.
Working at Aidoc
Our Perks:
- Be part of something big - using cutting-edge technologies to transform the Healthcare industry (while saving patients’ lives)
- We work in a hybrid model, with our new offices located at 34 HaMasger Street in Tel Aviv and parking for employees.
- Amazing and healthy breakfasts and lunches prepared daily by our personal chef!
- Stocked up kitchen & meal card
- Wellness: Aidoc employees-only gym, plus Pilates, Yoga, and functional workouts classes.
- Amazing culture - collaborative, transparent & fun!
- Attractive compensation package & benefits
Aidoc is deeply committed to creating an inclusive workplace, and to the principle of equal opportunity for all individuals. We prohibit discrimination and harassment based on race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, veteran status, or any other status protected by law.