Writing realistic Excel tasks drawn from your own consulting experience, including extending models, fixing broken ones, and building from briefs.
Working through each task yourself to ensure a clear, correct answer for evaluation.
Creating precise yes-or-no criteria for grading attempts against the correct answer.
Aptura is an applied AI and data company that builds high-quality evaluation environments for training AI agents. As a small company, it fosters a culture of precision and continuous learning.
Write realistic Excel tasks derived from your own People Ops/HR work, including extending models, fixing broken ones, and building from a brief.
Complete each task yourself so a clear, correct answer exists.
Draft yes-or-no criteria that allow graders to mark any attempt consistently.
Aptura is an applied AI and data company that builds high-quality evaluation and training environments for AI systems. It works with frontier labs and independent contractors on a project basis, teaching AI to perform real professional work.
Build realistic Excel tasks drawn from your own work, including extending existing models, fixing broken ones, and building from a brief.
Work through each task yourself so there is a clear, correct answer that can be used for grading.
Write yes-or-no criteria precise enough that a grader can mark any attempt against them.
Aptura is an applied AI and data company working with frontier labs to train AI systems on real professional work. They build high-quality evaluation and training environments that teach AI agents to produce work usable in daily workflows.
Writing realistic Excel tasks from private equity work, including extending models, fixing broken ones, and building from a brief
Working through each task yourself to ensure there is a clear, correct answer
Writing yes-or-no criteria precise enough that a grader can mark any attempt against them
Aptura is an applied AI and data company that works with frontier labs to train AI systems on real professional work. The company builds high-quality evaluation and training environments, and engages independent experts for project-based tasks.
Manage all phases of real estate project management for a financial retail banking client, including planning, design, construction, occupancy, and closeout.
Oversee a high volume of HVAC, roofing, and parking lot upgrade projects, from RFP and resource allocation to quality control and risk mitigation.
Track progress, report variances, and direct the project delivery team while coaching others and implementing action plans to achieve project objectives.
Turner & Townsend is a global professional services company managing real estate, infrastructure, energy, and natural resources projects. With over 22,000 people in 60+ countries, we provide a flexible, inclusive workplace where everyone can affect change.
Write realistic Excel tasks drawn from marketing analytics work, including CAC, attribution, and campaign performance.
Work through each task and write yes-or-no criteria precise enough for grading.
Use AI tools and Excel experience to evaluate how well frontier AI models do analyst work.
Aptura is an applied AI and data company working with frontier labs to train AI systems on real professional work. It builds high-quality evaluation and training environments that teach AI agents to produce work for daily workflows, offering flexible remote contracts.
Writing realistic Excel tasks from your own equity research work, including extending and fixing models.
Working through each task yourself to establish a clear, correct answer.
Writing yes-or-no criteria precise enough to grade any AI attempt.
Aptura is an applied AI and data company working with frontier labs to train AI systems on real professional work. It builds high-quality evaluation and training environments that teach AI agents to produce work that can be used in daily workflows.
Leverage investment banking and financial modeling expertise to design realistic Excel-based tasks for AI evaluation.
Complete each assignment to establish reference solutions and develop objective grading rubrics.
Work independently on a flexible, remote schedule with immediate start and weekly task-based compensation.
This partner company is advancing AI evaluation in financial modeling by engaging experienced investment banking professionals. It offers a fully remote, flexible project-based workflow with a focus on independent work and data integrity.
Manage daily program activities, schedules, milestones, and deliverables to ensure customer commitments are met.
Coordinate with federal customers, internal teams, and external partners to support successful program execution.
Track program performance, prepare reports, lead meetings, and drive process improvements.
Quantum Sky engineers the advantage across cyber, networks, software, and quantum for government and defense missions. They foster a collaborative, innovative, and mission-driven environment where every team member plays a critical role.
Manage 40-50 contracts concurrently through the pipeline, coordinating with Legal, Finance, BD, and program teams to keep reviews, approvals, and executions on track.
Support drafting, review, and processing of contracts, SOWs, amendments, and extensions while maintaining accurate records in Salesforce, CMS, and Asana.
Communicate clearly and proactively with stakeholders to explain contract changes and provide status updates, adapting to evolving tools and processes.
CLEAResult leads the transition to a sustainable, equitable, and carbon-neutral energy-efficient future by providing energy optimization services and demand-side management strategies for utilities and organizations. As the largest provider of energy solutions in North America with offices in over 60 cities across the U.S. and Canada, we maintain a people-first culture built on trust, accountability, and transparency.
Provide project-specific administrative support for design and construction projects, including preparing meeting minutes, tracking action items, and maintaining project documentation.
Assist with financial data entry, proposal preparation, and marketing materials while supporting project workflows and stakeholder coordination.
Work remotely on a part-time basis (10 hours/week) with flexible scheduling aligned to client meetings in EST time zone.
20four7VA provides remote virtual assistant services to clients worldwide, focusing on developed markets like the US, UK, Canada, and Australia. The company offers ongoing support, training, and a vibrant community for its independent contractors.
Guide customers through end-to-end sales compensation technology implementations from requirements to go-live.
Manage multiple concurrent implementations, balancing customer expectations and delivery timelines.
Collaborate with cross-functional teams to deliver successful outcomes and improve implementation practices.
This partner company provides sales performance and compensation technology solutions in a SaaS environment. It is a growing technology organization with a collaborative, fast-moving culture and significant ownership for employees.
Prepare, review, and maintain data for operational projects using Excel or Google Sheets.
Perform manual quality checks to identify errors, inconsistencies, or missing information.
Use tools like Trello and HubSpot to manage workflows and coordinate with stakeholders.
Frontier helps companies grow cross-functional teams abroad by hiring smart people and connecting them with great companies. It is a subsidiary of Fresh Prints, a New York-based fully remote 150-person company with most of its team in India and the Philippines.
Evaluate AI-generated consulting artifacts for professional quality and usability.
Identify factual, analytical, and presentation errors in business documents.
Provide structured written feedback to improve AI system outputs.
Jobgether uses AI-powered matching to connect candidates with roles. The company operates with a small team focused on recruitment technology and data privacy compliance.