Scientist working at a laboratory microscope

Harvested role · R-01351101

Business Manager

Covingham, Swindon, United Kingdom · Customer & Technical Support · site context: Swindon

Distilled from the harvested advert — every card cites its own JD line. SYNTHETIC-FREE.
Photography · Unsplash

The before photo

What your JD knew vs what we found.

“As part of the Thermo Fisher Scientific team, you’ll discover meaningful work that makes a positive impact on a global scale.”

The advert's own words (most generic sentence in the advert). From the same advert, the distillation found: 3 falsifier-gated delivery cards (0 workflow · 2 AI assist · 1 human · 0 hybrid), 4 named systems, 1 duty lines that stay with people.

Distilled delivery — harvested line left, delivery right

All 3 falsifier-gated cards — every card cites a verbatim line from this advert.

Their job ad asks

“Coordination of customer account activities including budget management, forecasting, resolution of critical issues, and ongoing relationship management will be the responsibility of the Business Manager.”

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AI delivers

AI generates the forecast from live history; the person sets the assumptions that matter.

AI assist strongly inferred
Their job ad asks

“Demonstrated experience with budgeting, forecasting, and financial analysis”

→
AI delivers

AI does the first-pass analysis and hands over an interpreted result, not raw data.

AI assist strongly inferred
Their job ad asks

“Advanced negotiation and resolution skills”

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Stays with people

Stays with the person: trust is built person-to-person; AI preps the brief.

human strongly inferred

What stays human

1 lines gated to people.

Requirement lines harvested from this advert

Advanced Degree plus 3 years of experience, or Bachelor's Degree plus…Ability to work with stakeholders and build consensus across multiple…Experience managing multiple complex projects simultaneouslyExperience with technology transfer projects and commercial product l…Strong understanding of GMP requirements and pharmaceutical manufactu…Knowledge of S&OP processes and contract complianceStrong analytical and problem‑solving skills with attention to detailAdvanced Degree + 3 years of experience ORBachelor’s Degree + 5 years of experienceProficiency in MS Office applications (Excel, PowerPoint, Word)Ability to travel up to 10% as needed

Named systems detected in this advert

Microsoft OfficeMicrosoft ExcelPowerPointMicrosoft Word
Gaps log (1)
  • 7 duty lines matched no signal — listed here, not silently dropped

Provenance

Source posting: https://thermofisher.wd5.myworkdayjobs.com/ThermoFisherCareers/job/Covingham-Swindon-United-Kingdom/Business-Manager_R-01351101
Harvested: 2026-06-10 · content hash f642caccac165a11…
Raw record: raw/uk-jobs.json · reqId R-01351101 — the full advert text lives in the raw store only, not on this page.
Distillation: deterministic signal taxonomy (27 signals), falsifier-gated; confidence per card. Matrix layer: SITE-OPERATIONAL (full treatment).

Named systems — JD evidence detail

Detected per-JD against the L5 software-lane lexicon plus open extraction. Every claim carries its supporting JD snippet — no snippet, no claim.