Career at I-NEXT DATA AI Center

At I-Next Data, the AI innovation center of Tel Aviv Sourasky (Ichilov) Medical Center, we build and deploy production-ready LLM applications that integrate directly into clinical workflows. Our mission is to become one of the world’s most impactful healthcare AI hubs. We are a team of 35+ developers focused on production within a group of ~45 employees.

Role Overview

We’re seeking a generative AI production engineer for a new GenAI team. You will deploy and serve proprietary language models. In this role, you’ll automate data pipelines, embed evaluation frameworks, and own the observability stack, delivering low-latency, cost-efficient generative AI services that scale from prototype to production.

Key Responsibilities

• Deploy models via APIs, Bedrock, Azure OpenAI or self-hosted LLMs; containerize and monitor (Docker, K8s, LangFuse, Phoenix) with support from our dedicated DevOps team.
• Orchestrate multi-step pipelines.
• Develop and integrate evaluation frameworks with custom metrics.
• Own the end-to-end LLM system lifecycle
• Optimize latency vs accuracy, cost per 1K tokens, and context-window management.

Skills and Experience

• 4+ years of experience building production-grade systems.
• Strong Python proficiency.
• Experience working with modern developer tools and IDEs such as Cursor or similar
• Strong design thinking and problem-solving mindset.
• Quick learner, adaptable to new frameworks and workflows.
• Ability to work independently with a sense of responsibility.

Quick facts:

• Location: On-site, three days a week, central Tel Aviv
• Compensation: Competitive with startups
• Type: Full-time, long-term opportunity

Interested candidates, please send your cv to lital@lr-jobs.com

• Prototype and integrate agentic workflows (e.g., extractors, summarizers), build RESTful APIs, and (optionally) develop lightweight UIs for clinicians.
• Backend development primarily in Python, including data pipelines, API services, and integration with LLM frameworks.
• Deployment: Docker/Kubernetes, cloud integration, CI/CD.
• Evaluation and observability: monitoring, logging, and experimentation (e.g., LangFuse).

Skills and Experience

• 5+ years of experience in full-stack software development.
• Strong Python proficiency, with experience building production-grade backend services.
• Strong backend programming skills, with basic frontend experience.
• Experience working with modern developer tools and IDEs such as Cursor or similar
• Familiarity with containerization and deployment (Docker, Kubernetes).
• Experience with cloud platforms (AWS/Azure/GCP) and with relational databases (e.g., Postgres) and/or vector databases.
• Strong design thinking and problem-solving mindset.
• Quick learner, adaptable to new frameworks and workflows.
• Ability to work independently with a sense of responsibility.

Quick facts:

• Location: On-site, three days a week, central Tel Aviv
• Compensation: Competitive with startups
• Type: Full-time, long-term opportunity

Interested candidates, please send your cv to lital@lr-jobs.com

I.Next Data, the revolutionary data science center of Tel Aviv Medical Center, is expanding!
We’re looking for an exceptional Data Science Team Lead to found, recruit, and lead our new Ichilov-Next team — a group dedicated to short-term, high-impact research collaborations with clinicians across the hospital.

Our mission is to accelerate clinical research through data — enabling doctors and scientists to make evidence-based discoveries faster, smarter, and with real-world impact. We work closely with clinical teams, leveraging EMR data, labs data, statistical analysis and
more to answer pressing medical questions and improve patient outcomes.

If you’re a research-driven data scientist with strong analytical skills, a deep understanding
of healthcare data, and the leadership qualities to guide a talented team, we’d love to meet
you.

Responsibilities
● Build, recruit, and lead the Ichilov-Next team, shaping its culture, vision, and methodologies.
● Oversee multiple short-term, data-driven clinical research projects.
● Work closely with clinicians and researchers to translate clinical questions into data analysis plans and actionable insights.
● Provide hands-on analytical guidance — including study design, statistical modeling, feature engineering, and interpretation of complex datasets.
● Establish best practices for data exploration, model validation, and reproducible research.
● Guide and mentor team members, fostering a culture of scientific excellence and collaboration.
● Collaborate with other R&D teams to ensure efficient data access and processing.
● Contribute to the center’s long-term research and innovation strategy.

Requirements
● PhD or MSc in Data Science, Statistics, Biostatistics, Computer Science, or a related quantitative field (PhD strongly preferred).
● Strong research background, ideally in healthcare, medical data, or biomedical domains.
● Proven experience (2+ years) in leading data science or research teams.
● Proven ability to recruit, mentor, and scale high-performing teams.
● Advanced proficiency in Python or R, with experience in statistical inference, modeling, and advanced data analysis using modern tools.
● Deep understanding of data exploration, study design, and hypothesis testing.
● Experience working with clinical or healthcare data — EMR, imaging, or lab data — is a significant advantage.
● Excellent communication skills and the ability to work directly with clinicians and hospital stakeholders.
● Passion for applying data and science to improve healthcare and patient outcomes.

Interested candidates, please send your cv to lital@lr-jobs.com
We’re committed to building a diverse and inclusive research environment. If you’re excited about the mission but not sure you meet every requirement — we encourage you to apply anyway.

I-Next Data, the revolutionary data science center of Tel Aviv Medical Center, is looking for an outstanding Data Engineering Team Lead to join our unique A-team.
Our center builds AI models and develops innovative data solutions that support doctors and medical teams across all Ichilov departments, using EMR data, imaging data, real-time streams, and advanced data-driven insights.
We collaborate with leading global medical organizations and digital health companies, working directly with physicians, scientists, and researchers to deliver high-impact engineering solutions where it truly matters.

If you are passionate about solving complex engineering challenges, working with cutting-edge technologies, and making a real impact on healthcare on a daily basis — come join our team and help us improve people’s lives.

Responsibilities

• Lead and mentor a team of data engineers.
•  Design, build, and guide the development of scalable, cloud-native data pipelines and services.
• Own the team’s technical roadmap and drive architecture, tooling, methodologies, and delivery standards.
•  Lead complex engineering initiatives involving diverse clinical data sources and sensitive data workflows.
• Define and implement best practices to ensure data quality, system reliability, performance, and observability.
• Work closely with product managers, hospital clinical users, and cross-functional teams to translate real clinical needs into robust data and backend implementations.
•  Promote professional growth, technical excellence, and a culture of ownership within the team.

Requirements

• 2+ years of experience in team management or technical leadership.
• 6+ years of hands-on experience in data engineering and/or backend development.
• Strong proficiency in Python.
• Hands-on experience with cloud environments (AWS preferred).
•  Experience with Kubernetes, Docker, CI/CD, and cloud-native development.
• Strong SQL skills; experience with NoSQL or streaming platforms is an advantage.
• Experience designing and operating production data pipelines and ETLs.
•  Proven ability to lead complex technical projects end-to-end, ideally in a fast-paced or startup-like environment.
• Excellent problem-solving skills, strong communication, and the ability to collaborate in a multidisciplinary environment.

We’re dedicated to fostering a diverse and inclusive workplace. If you're unsure whether you meet the qualifications, don't hesitate to reach out — we're here to support you through the process.

If you are interested in this role, please send your CV to Lital@lr-jobs.com

We are seeking a highly motivated full-time data engineer who is enthusiastic about working with extensive clinical data sources that feed clinical applications in production.

Please apply if you are/have:
• Enthusiastic about data, love challenging medical projects, and want to make a direct impact on the healthcare ecosystem.
• Bachelor's degree in Industrial or Information Systems Engineering, or equivalent. If you don’t have a degree but your eyes shine when writing code – please also apply.
• Over 6 years of hands-on experience as a data engineer.
• Over 4 years of hands-on experience in Python programming.
• Proficiency in working with SQL (experience with NoSQL databases is an advantage).
• Experience with Git.
• Experience creating data pipelines in the cloud (AWS is an advantage).
• Prior experience working with real-world clinical data – a major advantage.
• Strong team player with the ability to take initiative and work autonomously, along with excellent communication skills.

Responsibilities
• Conduct data extraction, validation, and profiling to maximize the value of data.
• Design, implement, monitor, and maintain data pipelines and ETLs for multiple data sources.
• Collaborate with researchers, experts, and data scientists to comprehend data requirements, product design, and deliver high-quality outcomes.
• Manage the data development process, including methodology, QA, and maintenance.

We’re dedicated to fostering a diverse and inclusive workplace. If you're unsure whether you meet the qualifications, don't hesitate to reach out; we're here to support you through the process.

If you are interested in this role, please send your CV to Lital@lr-jobs.com