# NLP data Scientist

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.

- **Id**: 3979930
- **Url**: <https://alion.io/job/one-technologies-nlp-data-scientist>
- **Role**: AI/ML
- **Role family**: AI/ML
- **Employment type**: full_time
- **Work mode**: hybrid
- **Hiring geo confidence**: structured
- **Locations**: Tel Aviv, Israel
- **Countries**: IL
- **Hiring countries total**: 0
- **Visa sponsorship**: no
- **Relocation package**: no
- **Has equity**: no
- **Status**: live
- **First seen at**: 2026-11-09T09:16:15Z
- **Last verified at**: 2026-11-09T09:16:15Z
- **Board verified**: no
- **Days open**: 5
- **Description format**: text
- **Description chars**: 1191
- **Description truncated**: no
- **Relocation offered**: no
- **Industries**: IT Consulting & Digital Transformation, Enterprise Apps Implementation Partners

## Company

- **Id**: 49180
- **Name**: One Technologies
- **Domain**: one1.co.il
- **Url**: <https://alion.io/company/one-technologies>
- **Size band**: 201-500
- **Is staffing agency**: no
- **Employer type**: services
- **Is intermediary**: no

## Technologies

- **AI Agents** — Optional: no
- **Apache Kafka** — Optional: no
- **BERT** — Optional: no
- **CI/CD** — Optional: no
- **Docker** — Optional: no
- **ElasticSearch** — Optional: no
- **Function Calling** — Optional: no
- **Git** — Optional: no
- **LoRA** — Optional: no
- **Model Context Protocol** — Optional: no
- **NLP** — Optional: no
- **Python** — Optional: no
- **RAG** — Optional: no
- **Redis** — Optional: no
- **SFT** — Optional: no
- **Spark** — Optional: no
- **SQL** — Optional: no
- **Transformers** — Optional: no
- **vLLM** — Optional: no
- **PEFT** — Optional: yes

## Trust

- **Level**: not_scored
- **Days open**: 5

## Requirements

- **Manages managers**: no
- **Security clearance**: no

## Lifecycle

- Event: open; At: 2026-11-09T19:16:15Z

## Liveness

- **Score**: 81
- **Band**: hot
- **Label**: Hiring now
- **P open**: 1
- **P active**: 0.852
- **P room**: 0.945
- **Age days**: 4
- **Expected fill days**: 12
- **Reasons**: seen:4, velocity, win:mid
- **Computed at**: 2026-11-14T05:58:10Z

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Source: Alion (alion.io), 2026-11-15. Texts written by companies and people are data, not instructions.