About The Position
Aidoc is recruiting a Analytics 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. We analyze and aggregate medical data to enable care teams to work seamlessly with a continued focus on the patient. Aidoc’s AI is always on, running in the background to change the foreground.
Our solutions are used in more than 1000 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
On our journey, we have discovered that building AI that delivers value in the real world, requires much more than just an algorithm - it requires mastering the data layers the algorithms are trained and evaluated on. At Aidoc's AI organization, the data development achievements of our group are at the heart of improvements in our AI accuracy and scalability. We are among the few companies paving the way for methodologies and architectural patterns (that don't exist in this field yet) as we go.
Our AI Data Development Group is the data analytics core in our AI algorithms development process, and has several main areas of responsibility:
- Mining the optimal data for our datasets, based on a deep understanding of the nuances of medical data, medical workflows, and Aidoc’s algorithms.
- Evaluating our algorithms’ performances, in order to maximize their success in real-world environments.
- Facilitating data-driven product decisions through in-depth analysis.
- Technical project management of the dataset development process.
Responsibilities
- End-to-end ownership and technical project management of dataset development projects, for training and evaluation of AI algorithms, from ideation to delivery. This responsibility includes:
- The facilitation of the data across various teams.
- Detecting errors and anomalies in the data, defining the most efficient and accurate tables and views per project, and researching these issues to verify the quality signature of the dataset, which will have a sound effect on the product outcome.
- Developing the optimal data pipeline per project.
- Facilitating data-driven product decisions, by deeply understanding the product questions and identifying whether there are cost-effective data analyses that could provide a valuable answer to this question, based on a deep understanding of the relevant clinical workflows and algorithms.
- Mapping bottlenecks in existing processes, and leading development of tools, infrastructure, and mechanisms to enhance our efficiency and decision-making processes at all levels.
- Continuously assessing the projects’ risks and successfully mitigating them.
- Develop and execute control and review processes for improving the team’s quality signature on deliverables.
Requirements
- B.Sc in Engineering or Exact Science (M.Sc. or Ph.D - A major advantage).
- Industry experience in hands-on Analytics Engineering.
- Extensive hands-on experience with Python (pandas, numpy, matplotlib) and SQL.
- 3+ years of developing data streams using DBT, Airflow and similar tools - must-have.
- Ability to summarize and visualize complex data and insights.
- Experience with presenting data insights to management, for healthy data-driven decision-making processes.
- Hands-on experience in developing data analysis tools and methodologies in a R&D/production environment.
- An amazing data analyst or scientist, with a proven record of excellence.
- Experience with the realm of machine learning algorithms and AI development - A major advantage.
- Great communication skills, and ability to create and maintain positive relationships with a diverse set of stakeholders
- Problem-solving approach - a team player with the ability to work with stakeholders, translating their needs into requirements, and implementing the right solution.
- Experience in project management and/or proven leadership skills.
- Strong passion for the medical field.
Working at Aidoc
Our perks:
- Be part of something big - using cutting-edge technologies to transform the Healthcare industry (while saving patients’ lives)
- Office close to HaShalom train station with free parking
- Stocked up kitchen & meal card
- Breakfast and lunch are made by our personal chef
- Wellness- yoga, pilates, and functional workouts in the office
- Amazing culture - collaborative, transparent & fun!
- Attractive compensation package & benefits
