Senior NLP & Applied AI Scientist - Production-ready

Wiley; England; On-site; GBP 59,000 - 85,000; Full time

Job summary

Wiley in the United Kingdom is seeking a senior data scientist to own domain-specific content modeling from eval sets through production pipelines, focusing on NLP enrichment, extraction, and summaries for scholarly content.

You will write production‑grade Python, evaluate models, and work with editors, product managers, and engineers to translate stakeholder needs into robust modeling work.

Qualifications

• Deep Python in production for years with concurrency and cost considerations.
• Strong NLP background across modern and classical approaches with evaluations.
• A habit of comparing approaches and defending choices with evals and cost estimates.

Responsibilities

• Design and build NLP enrichment pipelines at scale for entities, classifications, claims, and summaries.
• Own evaluation; build golden sets, metrics, and tradeoffs between speed, quality and cost.
• Write production‑quality Python; manage concurrency for high‑volume LLM workloads.
• Collaborate with data engineers to orchestrate data pipelines using Airflow and Dagster.
• Contribute to agentic AI applications and translate stakeholder needs into modeling work.

Skills

Deep Python

NLP expertise

Model evaluation

Shipping systems

Tools

AWS

Job description

Wiley in the United Kingdom is seeking a senior data scientist to own domain-specific content modeling from eval sets through production pipelines, focusing on NLP enrichment, extraction, and summaries for scholarly content.

You will write production‑grade Python, evaluate models, and work with editors, product managers, and engineers to translate stakeholder needs into robust modeling work.