Location
Hybrid (Tel Aviv, Israel)
Employment
Full-Time
First seen by Alion on Nov 9, 2026.
Overview
Company
Impact
Profile match
One Technologies, known as One1, is a large Israeli information technology group offering enterprise software implementation and managed services. It is a major local partner for enterprise resource planning and business applications. The company is listed on the Tel Aviv Stock Exchange and has grown through many acquisitions.
Are you passionate about making a real-world impact through technology? We are looking for an experienced data Scientist to join us at the intersection of AI, Big Data, and healthcare.
In this role, youll lead end-to-end DS projects-from business definition to production-working with tabular and textual medical data, combining classic ML with cutting-edge Gen AI and NLP technologies.
What youll do:
Lead end-to-end ML/Gen AI projects to production.
Build advanced NLP & Gen AI solutions (Transformers, LLMs, Agents, RAG workflows, and MCP servers).
Work with Big Data infrastructures (Spark, Kafka, Elasticsearch, Redis, vLLM).
Collaborate closely with data Engineers, analysts, and medical domain experts.
Requirements:
B.Sc. in Computer Science, Industrial Engineering, or a related field.
3+ years of hands-on DS/ML experience with a strong foundation in Classic ML.
Proven experience in NLP (Transformers, BERT, LoRA, SFT).
1+ year of hands-on experience developing Gen AI agents, tool calling, and prompt optimization.
3+ years of advanced Python & SQL expertise.
Solid background in production environments (Docker, CI/CD, Git).This position is open to all candidates.
In this role, youll lead end-to-end DS projects-from business definition to production-working with tabular and textual medical data, combining classic ML with cutting-edge Gen AI and NLP technologies.
What youll do:
Lead end-to-end ML/Gen AI projects to production.
Build advanced NLP & Gen AI solutions (Transformers, LLMs, Agents, RAG workflows, and MCP servers).
Work with Big Data infrastructures (Spark, Kafka, Elasticsearch, Redis, vLLM).
Collaborate closely with data Engineers, analysts, and medical domain experts.
Requirements:
B.Sc. in Computer Science, Industrial Engineering, or a related field.
3+ years of hands-on DS/ML experience with a strong foundation in Classic ML.
Proven experience in NLP (Transformers, BERT, LoRA, SFT).
1+ year of hands-on experience developing Gen AI agents, tool calling, and prompt optimization.
3+ years of advanced Python & SQL expertise.
Solid background in production environments (Docker, CI/CD, Git).This position is open to all candidates.
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