AI Solution Engineer

Aidoc is recruiting an AI Solution Engineer in Tel Aviv. Join our team

About Aidoc:

Aidoc is a pioneering force in clinical AI. Our clinical AI imaging solutions help physicians quickly identify and diagnose urgent cases and improve patient outcomes. Built on Aidoc's exclusive aiOS, we analyze and aggregate medical data to enable care teams to operationalize the unexpected and work seamlessly with a continued focus on the patient. Aidoc AI is always on, running in the background to change the foreground.

Our solutions are used in more than 1,000 hospitals, including leading health systems in the US. Funded by some of the industry's leading VC's, Aidoc has raised more than $250 million to date, and was chosen as one of TIME's 50 most genius companies.

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 new AI modules, designing customized solutions, investigating issues, and developing tools to support operational requirements.

This role requires expertise in data science, software 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.

The role is currently for a one year period, but as Aidoc is continuously growing there is significant potential for it to become a permanent position.

Responsibilities:

Deploying new AI modules to production:

• Collaborate with cross-functional teams to integrate AI solutions into existing workflows, and enable taking new solutions from the beta phase to scale.
• Design scalable deployment methodologies for new AI products.
• Address complex challenges associated with data in operational production environments, such as data quality, availability, and integration.
• 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 in top performance:

• Become a crucial part of our Ops team and work in a live operational environment, finding real time solutions to complex problems.
• 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 drifts, and performance degradation.
• Investigate issues raised by our customers and identify root causes, recommend corrective actions, and implement solutions to prevent reoccurrence

Tool Development:

• Develop tools and scripts to support data analysts and ensure efficient data processing and analysis.
• Automate tasks related to AI deployment, data validation, and reporting.
• Visualize data in informative and "to the point" visualizations.

Requirements:

• Bachelor's degree in a relevant field (Computer Science, Data Science, Engineering, and other related STEM fields). A Master's degree is an advantage.
• At least 2 years of proven experience in data science, and data analytics in a professional setting.
• Experience as a software or data engineer is an advantage
• Experience in AI operations, deployment of AI modules, and productionization of AI is an advantage.
• Strong proficiency in Python and SQL for data analysis, scripting, and automation.
• Familiarity with statistical analysis, machine learning concepts, and AI model evaluation.
• Exceptional problem-solving skills and the ability to troubleshoot complex technical issues.
• Strong collaboration and communication skills to work effectively with cross-functional teams.
• An analytical mindset and attention to detail to ensure AI solutions deliver reliable and accurate results.

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 free 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