- Location
- Tel Aviv-Yafo, Tel Aviv District, Israel
- Workplace
- Hybrid
- Department
- Delivery
- Experience
- 4+ years
- Education
- Master
- Source
- Greenhouse
Description
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:
As an AI Solution Engineer, you will play a critical role in ensuring our AI solutions optimal performance, reliability, and continuous improvement.
You will be responsible for monitoring the performance of AI models, detecting data drift, deploying AI modules, designing customized solutions, investigating issues, and developing tools to support data analysis.
This role requires expertise in data science, system engineering, analytics, statistical analysis, product and clinical understanding, and proficiency in Python and SQL.
The ideal candidate holds a relevant degree, with a master's degree being an advantage, and possesses hands-on experience managing AI solutions in an operational production environment.
Responsibilities:
Deploying AI modules to production:
- Responsible for the deployment strategy of our AI Beta-Stage Products, design scalable deployment methodologies for new AI products being escalation Tier for complex module implementations.
- Collaborate with different stakeholders across the organization to make sure production requirements are addressed when new modules and products are developed.
Maintain our AI solutions at top performance:
- Monitor the performance of AI solutions, ensuring they deliver accurate and reliable results using existing monitors.
- Implement mechanisms to monitor and detect data drift to ensure AI models remain effective over time.
- Design new monitoring solutions and metrics to address production issues, data drift, and performance degradation.
- Being a high-tier escalation point - investigate issues raised by our customers and identify root causes, recommend corrective actions, and implement solutions to prevent recurrence.
Tool Development:
- Develop tools and scripts to support data analysts and ensure efficient data processing and analysis.
- Visualize data in informative and “to the point” visualizations.
- Automate tasks related to AI deployment, data validation, and reporting.
Requirements:
- Bachelor's degree in a relevant field (Computer Science, Data Science, Engineering). A Master's degree is an advantage.
- At least 4 years of proven experience in data science, and data analytics in a professional setting.
- Familiarity with statistical analysis, machine learning concepts, and AI model evaluation.
- Strong proficiency in Python and SQL for data analysis, scripting, and automation.
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.