Files
skillfactor-pipeline/docs/qa/biochemist-sample.md
skillfactor-pipeline 8514d2e352 feat(flagship): reference-quality regeneration - lint clean, evals green
Gate: 139 -> 78 relevant ads (44% rejected, all logged). Rankings clean of
designer artifacts; DACH regional section live; ai-skills 427 -> 73 tiered;
SKILL.md with clean intro, full competences, market-driven hot-tech and
regeneration-proof overlays. Before/after in docs/reference-diff-ai-engineer.md.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
2026-07-09 22:22:05 +02:00

3.5 KiB

QA sample — biochemist

1 of 59 records (2%). Judge each extraction against QUALITY_BAR.md 'Extraction quality': faithful, no invented items, plausible seniority.

Protein Biochemist (us)

Ad (first 2000 chars):

Cogent Scientific, an insourced contract research organization, is looking for the right people to accomplish our Mission: to partner in the global effort to improve lives through innovative science with an experienced workforce. We can offer you the chance to build on your skills and knowledge while working among experts in their fields and with cutting-edge instrumentation.

Cogent Scientific offers competitive pay (with relocation package when applicable), attractive benefits, and an exciting work environment. We aim to recruit the best people who stand out among their peers and embody our Core Values: • Client Focused: We only succeed when our clients succeed. • Outstanding: We deliver meticulous results through outstanding performance. • Good: We act ethically and morally. • Employee-Centric: We honor and support our employees. • Nimble: We are prepared to adapt in an ever-changing industry. • Team-Oriented: We collaborate with each other and with our clients.

We currently have a role available for a Protein Purification Biochemist in a pharmaceutical research lab setting.

Job duties include, but are not limited to, the following:

• Preparing, purifying, and characterizing high-quality antibody-conjugates (ADCs, ARCs, DACs etc.) with a high degree of independence in support of discovery and development of programs. • Implementing state-of-the-art bioconjugation technologies (cysteine, lysine, site-specific and other) and utilizing other bioorthogonal chemistries to generate bioconjugates. • Developing purification strategies (up to 100 mg) with affinity, ion-exchange, hydrophobic interaction, size exclusion, and tangential flow filtration. • Maintaining thorough documentation of experimental procedures in electronic notebook or database, writing of reports and technical documents. • Engaging with multidisciplinary project teams to execute and interpret experiments. • Participating and presenting periodic updates and reports to management team.

Job requireme

Extraction:

{
 "hard_skills": [
  "protein purification",
  "bioconjugation",
  "antibody conjugate preparation",
  "affinity chromatography",
  "ion exchange chromatography",
  "hydrophobic interaction chromatography",
  "size exclusion chromatography",
  "tangential flow filtration",
  "experimental documentation"
 ],
 "tools": [
  "AKTA FPLC",
  "LC-MS",
  "UV-Vis",
  "SEC",
  "HIC",
  "RP",
  "IEX",
  "cIEF"
 ],
 "methods": [
  "bioconjugation technologies"
 ],
 "responsibilities": [
  "antibody conjugate purification",
  "purification strategy development",
  "experimental procedure documentation",
  "report writing",
  "experiment execution",
  "data interpretation",
  "project team engagement",
  "periodic updates presentation"
 ],
 "qualifications": [
  "BS biochemistry or related field with 5+ years experience",
  "MS biochemistry or related field with 3+ years pharma lab experience",
  "PhD with 1+ year experienced preferred"
 ],
 "soft_skills": [
  "communication skills",
  "teamwork",
  "collaboration",
  "problem-solving skills",
  "attention to detail",
  "learning agility",
  "adaptability",
  "self-motivation"
 ],
 "seniority": "mid"
}

Mechanical issues: tools: shouting 'AKTA FPLC'