出海雷达

自由执业福利专家

Freelance Benefit SME

其他限定地区(需当地身份)
公司League
薪资未公开
工作地点Canada, UK, USA
地域资格限定地区(需当地身份)
时区要求无特别要求
用工类型Contract
发布时间21 天前
数据来源Jobicy
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注意地域限制:该职位明确限定在 Canada, UK, USA 招聘。如果你是位于中国大陆的求职者,通常需要当地工作身份才能投递,或需与雇主确认是否接受独立合同(Contractor)形式合作。

League 是加拿大发展最快的科技公司之一,也是领先的医疗健康体验平台。获得医疗服务往往很容易——完成它才是难点:人们预约了就诊却跳过后续跟进,填写了处方药却不再服用,得到了转诊却从不联系。这个差距让医保计划和医疗系统损失金钱,也损害了人们的健康。League 填补了这一差距——识别每个人下一步需要做什么,清除他们前进的障碍,并帮助他们完成,服务于 7000 多万人,他们的医疗已经通过我们的平台进行。医保机构和医疗系统信任我们能大规模地做到这一点。包括 Manulife、SCAN、Geisinger 和 Medibank 等支付方,以及 Baptist 和 Shoppers Drug Mart 等提供方。

职位概要:

League 正在构建我们 Benefits Navigation Agent(福利导航代理)背后的基础设施——一款帮助会员理解并使用其医疗福利的 AI。我们正在扩大专家评审团队。核心是领域判断:情境化、现实世界的推理,决定了我们的代理为会员提供的指导是否准确、完整且值得信赖。

你将帮助验证我们用于评估代理回答的评分标准,根据准确性与覆盖范围标准对回答进行评级,并对保持福利指导正确和可信的场景进行压力测试。这非常适合希望获得灵活远程工作机会的福利和保险专业人士——并且希望他们的专业知识在产品仍处于开发阶段时就对其产生影响。

你可能从事的工作包括:

工作内容各不相同,但可能包括:

  • 场景设计与压力测试 —— 构建并压力测试代理所面对的会员场景,使评分标准反映会员实际提出的问题以及最重要的失败模式。
  • AI 代理评估 —— 支持评分标准的开发与验证,根据结构化的准确性与覆盖范围标准对 AI 生成的福利指导进行评级,标记代理错误陈述覆盖范围或越界提供不应提供的建议的情况,并提供书面反馈说明如何改进回答。
  • 专业意见输入 —— 从福利、理赔或监管的角度,为我们在定义正确性、覆盖范围以及代理必须避免的硬性失败边界方面提供见解。

我们寻找的专业方向包括:

我们正在建立一个跨学科的评审团队。你不需要掌握所有技能

查看英文原文

About League

League is one of the fastest-growing technology companies in Canada and the leading healthcare experience platform. Getting healthcare is often the easy part — finishing it is where things fall apart: people book the appointment and skip the follow-up, fill the prescription and stop taking it, get the referral and never make the call. That gap costs health plans and health systems money, and it costs people their health. League closes that gap — identifying what each person needs to do next, clearing what’s in their way, and getting it done, for the 70 million+ people whose care already runs through our platform. Health plans and health systems trust us to do this at scale. Organizations like Manulife, SCAN, Geisinger, and Medibank on the payer side, and Baptist and Shoppers Drug Mart on the provider side.

Position Summary:

League is building the infrastructure behind our Benefits Navigation Agent — the AI that helps members understand and use their health benefits — and we're growing our panel of expert reviewers. The through-line is domain judgment: the situational, real-world reasoning that determines the guidance of our agent gives members is accurate, complete, and trustworthy.

You'll help validate the rubrics we use to assess the agent's answers, grade responses against accuracy and coverage standards, and pressure-test the scenarios that keep benefits guidance correct and trustworthy. This is a great fit for benefits and insurance professionals who want flexible, remote work — and who want their expertise to shape a product while it's still being built.

The kind of work you might do:

Engagements vary, but could include:

  • Scenario design and pressure-testing — building and stress-testing the member scenarios the agent is evaluated against, so the rubric reflects the questions members actually ask and the failure modes that matter most.
  • AI agent evaluation — supporting the development and validation of rubrics, grading AI-generated benefits guidance against structured accuracy and coverage standards, flagging where the agent misstates coverage or oversteps into advice it shouldn't give, and providing written feedback on how responses can be improved.
  • Subject-matter input — bringing a benefits, claims, or regulatory perspective to how we define correctness, coverage, and the hard-fail boundaries the agent must never cross.

Specializations we're looking for:

We're building a multidisciplinary panel. You don't need to cover all of these — we're looking for depth in one or more of the following areas:

  • Benefits plan design and administration — You validate that the agent correctly interprets a member's plan documents rather than plausibly paraphrasing them wrong. This is the foundation of every coverage answer the agent gives.
  • Payer / claims operations and live-data interpretation — You ensure the agent doesn't just echo API numbers but understands what they actually mean, catching failure modes like pending claims, embedded deductibles, and accumulator confusion that only hands-on operations experience surfaces.
  • Regulatory and compliance — You confirm the agent doesn't misstate legal entitlements or drift into legal or tax advice, helping define the hard-fail boundaries where an error carries real regulatory or member harm.
  • Member navigation and advocacy — You keep scenarios grounded in the questions members actually ask and the emotional context around them, so the rubric rewards genuinely helpful navigation over answers that are technically correct but useless.
  • Supplemental health solutions / point-solution knowledge — You validate that the agent matches supplemental solutions to real member need rather than over-steering or upselling, protecting member trust in the agent's recommendations.

Required:

  • Meaningful hands-on experience in one or more of the specializations above (e.g., benefits administration, plan design, payer or claims operations, benefits regulatory/compliance, member advocacy, or supplemental/point-solution expertise)
  • Based in Canada or the United States, with working knowledge of the relevant benefits and insurance landscape
  • Strong command of where accurate benefits guidance ends and regulated advice (legal, tax, clinical) begins
  • Reliable, detail-oriented, and dependable on deadline-driven async work
  • Ability to access and operate within Google Workspace

Nice to have:

  • Prior experience with evaluation or validation of AI products, or structured content/quality review
  • Familiarity with self-funded vs. fully-insured plan mechanics, accumulators, coordination of benefits, or claims adjudication
  • Genuine curiosity and interest about the role of AI in benefits navigation

Engagement Details:

  • Fully remote and async-friendly
  • Project-based, with everything from short one-off engagements to recurring cycles — steady, ongoing work available for experts who are a strong fit
  • Flexible hours that work around your day job or other commitments
  • Structured onboarding and calibration so expectations are clear from the start

Please note: this is a Contractor opportunity as we are building out our roster for talent for these engagement-centric projects.

AI Fluency & Ways of Working

At League, we are an AI-native organization. We expect all employees regardless of role or level to thoughtfully leverage AI to improve the quality, speed, and impact of their work.

What this means in practice:

  • Use AI tools as part of your daily workflow to enhance productivity, problem-solving, and decision-making (e.g., drafting, analysis, coding, research, or process automation)
  • Apply judgment and accountability when using AI by reviewing outputs for accuracy, bias, and quality before use
  • Continuously learn and adapt as new AI tools and capabilities emerge, incorporating them into your ways of working
  • Identify opportunities to improve how work gets done from personal productivity to team-level workflows by leveraging AI effectively
  • Operate with strong data responsibility and security awareness, especially when working with sensitive or regulated information

How this scales by level:

  • Individual Contributors: Use AI to improve personal productivity and quality of output
  • Senior ICs / Managers: Integrate AI into team workflows and improve processes
  • Leaders: Drive AI adoption at the organizational level and shape how work is done across teams

What we look for:

  • Demonstrated experience using AI tools in a practical, responsible way
  • Curiosity and openness to experimenting with new technologies
  • Ability to balance efficiency with quality and sound judgment

Our employees come from different backgrounds, and we celebrate those differences. We are looking for the best candidates for our open roles, but do not expect applicants to meet every qualification in order to be considered. If you are excited about what you could accomplish at League and believe you can add value to our team, we would love to hear from you.

We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. If you are an individual in need of assistance at any time during our recruitment process, please contact us at recruitinginfo@league.com.

Our Application Process:

Applying to a role you love can be exhausting, and understanding the next steps can feel vague and uncertain. You have done the hard part of submitting your application; let's do ours by sharing potential next steps

  • You should receive a confirmation email after submitting your application.
  • A recruiter (not a computer) reviews all applications at League.
  • If we see alignment with League's needs, a recruiter will reach out to learn more about your goals. The recruiter will also share the team-specific interview process depending on the roles you are exploring.
  • The final step is an offer, which we hope you will accept!
  • Prior to joining us, we conduct reference and background checks. Additional checks could be required for US Candidates, depending on the role you are exploring.

Here are some additional resources to learn more about League:

  • Learn about our platform, leadership team and partners
  • Highmark Health, Google Cloud, League: new digital front door to seamless care
  • Former Providence President and Workday EVP of Corporate Strategy join League Board of Directors
  • League raises $95 million USD in Series C to build world’s leading healthcare CX platform
  • Forbes x League: The Platformization Of Healthcare Is Here
  • Fast Company x League: If we want better innovations in healthtech, we need more competition

Work Location:

We have a mix of office-centric roles based in our vibrant Toronto office, and remote-eligible roles based anywhere in Canada or US. Each job posting will indicate where the role will be based. Regardless of the role’s posted location, all Toronto-area Leaguers (living within 65 km of our downtown HQ) collaborate in-office Monday through Thursday. Depending on your distance to the office, you’ll enjoy 10 or 20 Flexible Remote Days each quarter for focus and deep-work time. We are committed to fostering a meaningful work environment and connections for all Leaguers regardless of location.

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Use of AI Notice
We are committed to ensuring fairness and transparency throughout our hiring process. League may use Artificial Intelligence (AI) tools to assist in the screening of applicants for this position. Please check out our stance on using AI in recruitment here.

Privacy Policy

Review our Privacy Policy for information on how League is protecting personal data.

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