Senior NLP Scientist - Applied AI & Production ML

3310 John Wiley & Sons Ltd.; United Kingdom; Remote; GBP 59,000 - 85,000; Full time

Job summary

Wiley is seeking a Senior Data Scientist to own end-to-end domain content modeling for research intelligence. You will build NLP pipelines that extract entities, classifications, claims, and summaries from scientific articles, balancing traditional NLP and LLM approaches with rigorous evaluation.

Join a small, senior team where data scientists own models in production. You will ship changes, defend choices with cost and performance analyses, and collaborate across editors, product managers, and

Qualifications

• Deep Python experience in production, scalable systems.
• Strong NLP background across modern and classical approaches.
• Track record shipping systems that deliver value to users.

Responsibilities

• Design and build NLP enrichment pipelines (entities, classifications, claims, summaries).
• Own evaluations; write production‑quality Python and manage high‑volume LLM workloads.
• Collaborate with data engineers to orchestrate data pipelines (Airflow, Dagster).
• Design idempotent, retryable pipeline stages that stay reliable at scale.
• Contribute to agentic AI applications and integrate with editors, product managers and engineers.

Skills

Python

NLP

LLMs

Transformers

Evaluation

Production systems

Tools

AWS

Airflow

Dagster

SageMaker

Parquet

Iceberg

Job description

Wiley is seeking a Senior Data Scientist to own end-to-end domain content modeling for research intelligence. You will build NLP pipelines that extract entities, classifications, claims, and summaries from scientific articles, balancing traditional NLP and LLM approaches with rigorous evaluation.

Join a small, senior team where data scientists own models in production. You will ship changes, defend choices with cost and performance analyses, and collaborate across editors, product managers, and