Jobs at Weekday, Inc.

Expert reviewers will evaluate UK-law answers generated by two AI platforms. They will run identical prompts, compare outputs, score responses using a standardized rubric, and provide concise written feedback. The role requires at least two years of primarily law-firm experience in corporate, M&A, or transactional practice, UK qualification to practise, strong UK corporate and commercial law knowledge, fluent English, independence, and deadline management. The initial commitment is approximately 10 hours, with potential for additional work under an NDA.

Build and evaluate advanced Excel finance tasks for AI training data. Responsibilities include creating financial models and analyses, designing realistic finance scenarios, writing solutions, reviewing task accuracy, providing feedback, and collaborating with subject matter experts. The role requires advanced Excel skills, including formulas, PivotTables, dashboards, Power Query, Power Pivot, macros, and VBA, plus professional finance experience in areas such as private equity, investment banking, hedge funds, equity research, accounting, or FP&A.

Build and evaluate MLOps and ML systems tasks for frontier AI training data. Responsibilities include designing technical challenges, writing solutions and evaluation rubrics, profiling and optimizing GPU workloads, debugging distributed systems, improving model performance, and supporting high-throughput LLM inference. The role requires production experience with ML infrastructure, serving systems, GPU accelerators, JAX or PyTorch, and strong technical communication.

Design insurance pricing, reserving, forecasting, and portfolio-risk scenarios for AI model training. Create actuarial analyses and reference answers, evaluate AI outputs for quantitative and methodological accuracy, identify unsupported assumptions and errors, and provide structured feedback. The role requires explaining actuarial methods and business implications to technical and nontechnical audiences while participating in calibration and onboarding sessions.

Design reinsurance and program-business scenarios, assess AI-generated responses, create market-quality reference materials, and provide detailed feedback on treaty structures, delegated authority, fronting, captives, risk transfer, contract logic, financial responsibilities, and market realism.

Annotate Korean PDF pages by identifying, bounding, typing, and ordering document regions; link related components; transcribe Hangul, hanja, and handwriting exactly; capture page metadata; and flag illegible or unsuitable pages. Experienced annotators also review colleagues’ work. The role requires exceptional character-level accuracy, consistent taxonomy application, and comfort with complex layouts such as tables, diagrams, newspapers, exams, and handwritten forms.

Design complex insurance claim and coverage scenarios for AI model training, including disputed coverage, litigation, allocation, bad-faith risk, and major-loss settlement strategy. Produce senior-level claim analyses, authority requests, reserve rationales, and litigation plans; evaluate AI responses against claims standards; identify unsupported or improper positions; and provide written feedback. Participate in onboarding and calibration sessions.

Design and evaluate life insurance and annuity advisory, underwriting, policy-service, suitability, and replacement scenarios for AI training. Create expert reference responses, assess model outputs for product accuracy, mathematical correctness, suitability, tax treatment, and disclosure compliance, and provide feedback to improve model performance. Participate in onboarding and calibration sessions.

Annotate Japanese PDF pages by identifying, bounding, typing, and ordering document regions; link related components; transcribe all text exactly, including handwritten and vertically arranged content; capture metadata; and flag illegible or unsuitable pages. Experienced annotators also review colleagues’ work. Native Japanese fluency and command of kanji, hiragana, katakana, furigana, and variant characters are essential.

Design insurance policy-processing scenarios, create operational reference materials, evaluate AI-generated responses, and provide feedback on policy lifecycle accuracy. The role covers intake, binding, issuance, endorsements, billing, renewals, cancellations, reinstatements, documentation, quality control, and servicing workflows. Candidates need at least two years of policy administration, underwriting operations, insurance servicing, or premium operations experience, along with strong process discipline and knowledge of policy administration systems.

Contribute subject matter expertise to a project for a leading AI laboratory by creating challenging, high-quality domain problems and data to improve large language models. Applicants should have a PhD, advanced degree, or equivalent industry experience in a listed STEM domain, along with strong attention to detail and excellent written and verbal communication skills. The role includes a brief interview, task, and paid onboarding.

Review and assess public sector, legal, and go-to-market documents, providing structured feedback focused on quality, accuracy, relevance, and adherence to guidelines. The role requires strong analytical, written communication, document review, and attention-to-detail skills. It is a fully remote independent contractor position with flexible scheduling and weekly payments, open to applicants in the United States, Europe, the UK, and Canada.

Review and assess domain-specific documents, provide structured feedback, and ensure quality, accuracy, relevance, and adherence to evaluation guidelines. The fully remote independent contractor role offers flexible scheduling, weekly payments, and project-based work for candidates with a bachelor’s degree, relevant professional experience, strong analytical and writing skills, and proficiency in Microsoft Office.

Review and assess finance, accounting, and business operations documents, providing structured feedback on quality, accuracy, and relevance. The role requires strong analytical, written communication, document review, and attention-to-detail skills. It is a fully remote independent contractor position with flexible scheduling, weekly payments, and eligibility limited to applicants in the United States, Europe, the UK, or Canada.

Review, assess, and provide structured feedback on product and platform-focused documents. Evaluate content for quality, accuracy, relevance, and adherence to defined guidelines while applying analytical skills and domain expertise. This fully remote independent contractor role offers flexible scheduling and weekly payments based on completed work.

Review and assess finance and investor relations documents, providing structured feedback on quality, accuracy, and relevance. Apply domain expertise in investor relations, investment banking, or financial markets while following evaluation guidelines. The role requires strong analytical, written communication, document analysis, and attention-to-detail skills. This is a fully remote independent contractor position with flexible scheduling and weekly payments.

Reviews and assesses domain-specific documents, providing structured feedback to support quality, accuracy, and relevance in evaluation projects. Requires strong analytical, written communication, document review, and attention-to-detail skills. The role is fully remote, independent-contract work completed on a flexible schedule, with weekly payments through Stripe or Wise.

Review and evaluate go-to-market and marketing documents, providing structured feedback on quality, accuracy, and relevance. Apply domain expertise, analytical skills, document analysis, attention to detail, and written communication while following structured guidelines. This is a fully remote independent contractor role with flexible scheduling and weekly payments.

Reviews and evaluates customer support, customer success, and service delivery documents and work products. Assesses accuracy, clarity, completeness, consistency, and practical relevance; identifies errors and improvement opportunities; and provides structured, actionable feedback using established guidelines. The role requires strong written communication, analytical judgment, attention to detail, independent work, and customer-centric evaluation skills.

Reviews and evaluates legal, commercial, compliance, and contract documents for accuracy, completeness, clarity, risks, and adherence to standards. Provides structured, objective feedback and recommendations using professional judgment and established guidelines. Requires independent remote work, strong analytical and communication skills, attention to detail, and familiarity with commercial agreements, compliance materials, and document review.