Given a statement and a corpus of approved claims, product labeling, clinical study results and ... annotator agreement * Reports error rates by direction, not only aggregate accuracy -- false ...
Given a statement and a corpus of approved claims, product labeling, clinical study results and ... annotator agreement * Reports error rates by direction, not only aggregate accuracy -- false ...
Growth Associate, Expert Recruiting
San Francisco, CA ยท On-site
$51K - $63K/yr
... clinicians, and other hard-to-find profiles. * Scale sourcing channels. Leverage AI workflows and ... bar and annotator experience. * Establish vetting pipelines. Determine how to vet and assess ...
Growth Associate, Expert Recruiting
San Francisco, CA ยท On-site
$51K - $63K/yr
... clinicians, and other hard-to-find profiles. * Scale sourcing channels. Leverage AI workflows and ... bar and annotator experience. * Establish vetting pipelines. Determine how to vet and assess ...
Research Engineer - Data Quality & Evals
San Francisco, CA ยท On-site
$134K - $162K/yr
Experience building human-in-the-loop annotation or review workflows, and reasoning about inter-annotator agreement * Experience with clinical accuracy metrics for report generation (e.g., entity ...
Research Engineer - Data Quality & Evals
San Francisco, CA ยท On-site
$134K - $162K/yr
Experience building human-in-the-loop annotation or review workflows, and reasoning about inter-annotator agreement * Experience with clinical accuracy metrics for report generation (e.g., entity ...
... annotator agreement targets, adjudication workflows, SME review patterns, and quality thresholds in partnership with Language Data Scientists, clinicians, biomedical experts, and quality teams.
... annotator agreement targets, adjudication workflows, SME review patterns, and quality thresholds in partnership with Language Data Scientists, clinicians, biomedical experts, and quality teams.
Growth Associate, Expert Recruiting
$51K - $63K/yr
... clinicians, and other hard-to-find profiles. * Scale sourcing channels. Leverage AI workflows and ... bar and annotator experience. * Establish vetting pipelines. Determine how to vet and assess ...
Quick apply
Growth Associate, Expert Recruiting
$51K - $63K/yr
... clinicians, and other hard-to-find profiles. * Scale sourcing channels. Leverage AI workflows and ... bar and annotator experience. * Establish vetting pipelines. Determine how to vet and assess ...
... clinicians, and other hard-to-find profiles. * Scale sourcing channels. Leverage AI workflows and ... bar and annotator experience. * Establish vetting pipelines. Determine how to vet and assess ...
Quick apply
... clinicians, and other hard-to-find profiles. * Scale sourcing channels. Leverage AI workflows and ... bar and annotator experience. * Establish vetting pipelines. Determine how to vet and assess ...
... clinicians, and other hard-to-find profiles. * Scale sourcing channels. Leverage AI workflows and ... bar and annotator experience. * Establish vetting pipelines. Determine how to vet and assess ...
Quick apply
... clinicians, and other hard-to-find profiles. * Scale sourcing channels. Leverage AI workflows and ... bar and annotator experience. * Establish vetting pipelines. Determine how to vet and assess ...
... annotator agreement targets, adjudication workflows, SME review patterns, and quality thresholds in partnership with Language Data Scientists, clinicians, biomedical experts, and quality teams.
... annotator agreement targets, adjudication workflows, SME review patterns, and quality thresholds in partnership with Language Data Scientists, clinicians, biomedical experts, and quality teams.
Growth Associate, Expert Recruiting
Austin, TX ยท On-site
$43K - $53K/yr
... clinicians, and other hard-to-find profiles. * Scale sourcing channels. Leverage AI workflows and ... bar and annotator experience. * Establish vetting pipelines. Determine how to vet and assess ...
Growth Associate, Expert Recruiting
Austin, TX ยท On-site
$43K - $53K/yr
... clinicians, and other hard-to-find profiles. * Scale sourcing channels. Leverage AI workflows and ... bar and annotator experience. * Establish vetting pipelines. Determine how to vet and assess ...
... clinicians, and other hard-to-find profiles. * Scale sourcing channels. Leverage AI workflows and ... bar and annotator experience. * Establish vetting pipelines. Determine how to vet and assess ...
... clinicians, and other hard-to-find profiles. * Scale sourcing channels. Leverage AI workflows and ... bar and annotator experience. * Establish vetting pipelines. Determine how to vet and assess ...
Growth Associate, Expert Recruiting
$43K - $53K/yr
... clinicians, and other hard-to-find profiles. * Scale sourcing channels. Leverage AI workflows and ... bar and annotator experience. * Establish vetting pipelines. Determine how to vet and assess ...
Quick apply
Growth Associate, Expert Recruiting
$43K - $53K/yr
... clinicians, and other hard-to-find profiles. * Scale sourcing channels. Leverage AI workflows and ... bar and annotator experience. * Establish vetting pipelines. Determine how to vet and assess ...
Growth Associate, Expert Recruiting
$43K - $52K/yr
... clinicians, and other hard-to-find profiles. * Scale sourcing channels. Leverage AI workflows and ... bar and annotator experience. * Establish vetting pipelines. Determine how to vet and assess ...
Quick apply
Growth Associate, Expert Recruiting
$43K - $52K/yr
... clinicians, and other hard-to-find profiles. * Scale sourcing channels. Leverage AI workflows and ... bar and annotator experience. * Establish vetting pipelines. Determine how to vet and assess ...
... clinicians, and other hard-to-find profiles. * Scale sourcing channels. Leverage AI workflows and ... bar and annotator experience. * Establish vetting pipelines. Determine how to vet and assess ...
Quick apply
... clinicians, and other hard-to-find profiles. * Scale sourcing channels. Leverage AI workflows and ... bar and annotator experience. * Establish vetting pipelines. Determine how to vet and assess ...
... clinically robust and aligned with real-world pathology practice. You will also help manage and train annotator teams to ensure quality, consistency, and scalability of labeled datasets. This role ...
... clinically robust and aligned with real-world pathology practice. You will also help manage and train annotator teams to ensure quality, consistency, and scalability of labeled datasets. This role ...
... clinically robust and aligned with real-world pathology practice. You will also help manage and train annotator teams to ensure quality, consistency, and scalability of labeled datasets. This role ...
... clinically robust and aligned with real-world pathology practice. You will also help manage and train annotator teams to ensure quality, consistency, and scalability of labeled datasets. This role ...
Lead Cytopathologist
San Carlos, CA ยท On-site
... clinically robust and aligned with real-world pathology practice. You will also help manage and train annotator teams to ensure quality, consistency, and scalability of labeled datasets. This role ...
Lead Cytopathologist
San Carlos, CA ยท On-site
... clinically robust and aligned with real-world pathology practice. You will also help manage and train annotator teams to ensure quality, consistency, and scalability of labeled datasets. This role ...
Candidates should have a strong background in clinical science with the ability to lead projects ... Lead human and automated evaluation programs, including annotation programs, annotator and AI judge ...
Candidates should have a strong background in clinical science with the ability to lead projects ... Lead human and automated evaluation programs, including annotation programs, annotator and AI judge ...
$77K - $105K/yr
Turning that unstructured clinical text into trustworthy, structured features is what makes a ... inter-annotator agreement you've had to act on. * Practical, current experience with LLM-based ...
$77K - $105K/yr
Turning that unstructured clinical text into trustworthy, structured features is what makes a ... inter-annotator agreement you've had to act on. * Practical, current experience with LLM-based ...
Candidates should have a strong background in clinical science with the ability to lead projects ... Lead human and automated evaluation programs, including annotation programs, annotator and AI judge ...
Candidates should have a strong background in clinical science with the ability to lead projects ... Lead human and automated evaluation programs, including annotation programs, annotator and AI judge ...
NLP Scientist
South San Francisco, CA ยท On-site
$75.23 - $83.23/hr
Given a statement and a corpus of approved claims, product labeling, clinical study results, and ... annotator agreement. * Reports error rates by direction, not only aggregate accuracy, false ...
NLP Scientist
South San Francisco, CA ยท On-site
$75.23 - $83.23/hr
Given a statement and a corpus of approved claims, product labeling, clinical study results, and ... annotator agreement. * Reports error rates by direction, not only aggregate accuracy, false ...
Clinical Annotator information
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NLP Scientist -- Claim Accuracy and Compliance
South San Francisco, CA โข On-site
Other
Posted 19 days ago
Job description
Role: NLP Scientist โ Claim Accuracy and Compliance
Location: South San Francisco, CA (3 days onsite/week)
Duration: 6+ months
Focus: Evidence-Grounded Retrieval, Entailment and Claim Verification
Overview: The goal is to build the capability that checks generated claims against approved evidence before they reach a human reviewer. Given a statement and a corpus of approved claims, product labeling, clinical study results and references, the system retrieves the relevant evidence, decomposes compound statements into checkable assertions, tests whether the evidence supports each one, and returns a decision with citations a reviewer can follow. A large part of the value is knowing when to refuse: the system must distinguish a directly supported claim from one supported only with a qualifier, one the evidence contradicts and one where evidence is insufficient โ and abstain rather than guess. This capability assists Medical, Legal and Regulatory review; it does not replace that review or approve content.
Must Have: Evidence-Grounded NLP, Hybrid Retrieval & RAG, NLI/Entailment & Claim Verification, Claim Decomposition & Evidence Attribution, Evaluation & Human-in-the-Loop, Python & NLP Frameworks
Minimum Capabilities:
- Strong Python production engineering with modern natural language processing frameworks
- Demonstrated work in evidence-grounded NLP: hybrid retrieval, natural-language inference and entailment, claim decomposition and evidence attribution
- Has measured whether answers were genuinely supported by their cited source โ not only that a retrieval pipeline returned something
- Experience with scientific, technical or regulatory source material โ studies, specifications, publications, labeling or contracts
- Experience building expert-labeled evaluation datasets, including annotation guidelines and inter-annotator agreement
- Reports error rates by direction, not only aggregate accuracy โ false approval and false rejection carry very different costs
- Experience with human-in-the-loop design: confidence thresholds, abstention, escalation rules and safe failure behavior
- Experience building traceable systems where a past decision can be reconstructed from its model version, evidence set and reviewer action
- Experience with vector and lexical retrieval, model APIs and production evaluation infrastructure
- Ability to work with legal and regulatory stakeholders and treat process constraints as design requirements
Preferred:
- Experience combining deterministic rules with model judgment in a single decision system
- Experience with knowledge graphs linking claims, evidence, references, products and indications
- Experience in any regulated or high-stakes review environment โ legal, financial compliance, scientific publishing or fact-checking
- Familiarity with study design, statistical evidence and citation practice
- Pharmaceutical or life-sciences experience is welcome but not required โ domain context and review workflow will be provided
About Triune Infomatics
Sourced by ZipRecruiter
Industry
It services
Company size
51 - 200 Employees
Headquarters location
Fremont, CA, US
Year founded
2005