Write realistic PowerPoint tasks based on your own IR or FP&A reporting cycle, including building decks and rolling them forward.
Complete each task yourself to establish a correct answer and create a precise yes/no grading checklist.
Define what a correct deck looks like with enough detail for AI graders to evaluate attempts.
Aptura is a London-based company focused on understanding how AI is transforming professional work, with a close look at finance and advisory roles. Founded by former Lazard, McKinsey, and Partners Group professionals, it operates as a lean, expert-driven team.
Create realistic PowerPoint tasks from your own deal work, including building decks from source documents and filling corporate templates.
Work through each task to define a correct answer and write a yes-or-no checklist precise enough for AI grading.
Apply, attend a 30-minute walkthrough, and submit one original task with input files and rubric for team review.
Aptura is a London-based company studying how AI is changing professional work, with a focus on finance and advisory. Founded by former Lazard, McKinsey and Partners Group professionals, the company values precision and practical insight.
Triage and resolve data quality issues across 1,200+ payer data feeds.
Collaborate with internal teams and payers to ensure end-to-end data integrity.
Maintain SOPs and lead cross-functional data initiatives to optimize processes.
Aledade PBC empowers independent primary care practices to thrive in value-based care. Founded in 2014, it is the largest network of independent primary care in the country with a collaborative, inclusive, and remote-first culture.
Engage with multiple team members to quickly become part of the Aimpoint community.
Upskill through a mix of instructor-led sessions, mock projects, async content, and client-facing work.
Earn certifications relevant to your career, primarily around Databricks, Snowflake, and Claude.
Aimpoint Digital is an AI and data consulting firm that turns AI ambition into production reality. They are a collaborative, fast-paced consulting team serving clients from Fortune 100 companies to startups.
Translate credit strategy recommendations into business rules, decision logic, and system configurations.
Collaborate with Risk, Compliance, Scoring, and Technology teams to implement model updates and ensure compliance.
Develop and execute testing, change control, and documentation processes for scoring engine configuration.
Attain Finance is a consumer credit lender providing credit solutions across the U.S. and Canada. With over 50 years of expertise, the company fosters innovation and collaboration with a portfolio of brands including Cash Money, LendDirect, and Heights Finance.
Lead migration of legacy SQL Server and ADF pipelines to Databricks Lakehouse, designing Bronze, Silver, and Gold layers.
Build scalable ETL/ELT frameworks using PySpark, Delta Live Tables, and Databricks Workflows, optimizing for Power BI.
Establish governance, security, and cost optimization standards, including Unity Catalog and monitoring dashboards.
Tier One Technologies is a technology services provider delivering data engineering, cloud migration, and consulting solutions to US Government clients. The company fosters a collaborative, detail-oriented culture focused on technical excellence and knowledge transfer.
Lead data strategy for a large domain, connecting customer and commercial goals to high-impact Data Science work.
Identify and frame ambiguous, strategically important problems where the path is unclear.
Partner with senior leaders, set best practices for experimentation and causal inference, and coach data scientists.
Monzo is a digital bank on a mission to make money work for everyone, offering current accounts, savings, investments, and pensions in the UK. They have over 11 million customers and a strong culture of data-driven decision making, with 80% of growth from word of mouth.
Listen carefully to short audio clips in Portuguese (Brazil).
Verify and correct word-level timestamp and segment boundaries from an automated system.
Review and correct spoken-form transcriptions following a detailed style guide.
Welo Data provides AI services such as speech data annotation and transcription. The company works with a global freelance community, emphasizing detail and consistency in remote work.
Own data flow from HubSpot and GTM systems into Snowflake and BigQuery, building trusted reporting on pipeline, bookings, and rep productivity.
Answer ad-hoc questions from the CFO and sales leadership, then build forecasts, scoring, and churn models.
Work independently to assess transformations and set up a modeling layer with dbt if needed.
Honk is a technology-driven roadside assistance platform that connects enterprise and retail customers with a nationwide network of service providers. We're a PE-backed, remote-first team scaling fast and investing in automation, AI, and excellent talent.
Partner with customers and internal teams to translate marketing measurement questions into data science problems.
Analyze model and experiment results, investigate unexpected outcomes, and identify data, modeling, or measurement issues.
Translate complex statistical and modeling results into clear insights and actionable recommendations.
Northbeam builds an advanced marketing intelligence platform for eCommerce brands, using attribution modeling and customizable dashboards. The company is growing rapidly with a strong product-market fit and a remote-friendly, collaborative culture.