About the Company:
Tools for Humanity (TFH) designs and builds technology behind World. World is building a real human network designed to accelerate people in the age of AI. As bots and autonomous agents reshape the internet, people, institutions, and applications need a trusted way to confirm who is a real human while preserving privacy. The TFH and World tech stacks make this possible: the Orb verifies real, unique people, World ID proves it privately, and World App puts these capabilities, and more, in people’s hands. Together, they add a human layer to an AI-driven internet.
World is already running at a global scale. More than 17 million people across 160 countries have verified with World ID, and more new Orb verifications take place each week. World App is already among the most used wallets globally. Developers are integrating World ID to build safer online experiences and create spaces where real people can participate, earn, and be recognized in ways AI simply can’t replicate.
Founded in 2019, TFH has more than 400 people across hardware, software, AI, cryptography, mobile engineering, and global operations. Our teams come from OpenAI, Tesla, SpaceX, Apple, Google, Stripe, Meta, Coinbase, Palantir and MIT Media Lab. We’re backed by leading investors, including a16z, Khosla Ventures, Bain Capital Crypto, Blockchain Capital, Variant, Tiger Global, and Coinbase Ventures, as well as prominent operators and founders across fintech and AI.
TFH and World have been featured on the cover of TIME Magazine, highlighted in Fast Company’s Next 5 in Fintech, and explored in a Bloomberg deep dive. The New York Times, Bankless and TechCrunch have all recognized our collective progress in identity, cryptography, AI, and global-scale hardware deployment. Our leadership is also named to the Time AI 100. Learn more about the newest product launches from our Liftoff event.
About the team
The Data Science team is responsible for providing business intelligence services to the whole project and for deriving data-driven insights to support World’s key decisions. Because of our unique growth model of using a global network of Orb Operators to verify individuals’ unique humanness, we require a high-performing Data Science team that is able to manage and analyze large amounts of data generated by our products and operations. World’s privacy-maximizing approach imposes unique restrictions on how data is collected, stored, and used, making data science innovations critical to derive useful insights. We have earned a reputation for our technical expertise, hands-on approach, responsiveness, precision, and impactful solutions.
About the role
As our main data scientist focused on blockchain data analytics, you will provide visibility into the whole World ecosystem from an on-chain perspective. Your analyses will enable the Economics, Product, and Fraud-prevention teams as well as the World Foundation to make data-driven decisions that touch upon all aspects of the World ecosystem. You will be responsible for (1) designing and implementing analyses that are based on on-chain data or combine on-chain data with internal data; (2) communicating the results of your analyses, both internally and publicly; (3) proactively identifying valuable questions, data sources, and analysis methodologies; (4) expanding and improving our blockchain analytics data pipeline together with the analytics engineering team. You will work collaboratively with economists, software developers, data engineers, and business analysts. Your work will directly impact World’s resource allocation across various dimensions.
In this role, you will:
Develop a deep understanding of the World Ecosystem, in particular World Chain, its DeFi protocols, World ID, and its interaction with World App and on-chain service providers, by working closely with the protocol, crypto engineering, fraud prevention, and data engineering teams, as well as the World Foundation.
Collaborate in a high-performing department with multiple professors and PhDs on the team.
Design and implement detailed analyses that are based on or include on-chain data, and serve as the central point of contact for such analyses for business intelligence needs.
Create deep statistical analyses that use on-chain data to understand causal drivers of user activity and evaluate interventions such as UX changes and incentive programs.
Design and implement enrichments to the fraud & risk analytics data pipeline and create decision making tools using on-chain data, and continuously advance these analytics.
Build and maintain scalable and consistent data pipelines for blockchain data. You will independently design and create improvements to the blockchain data pipeline, incorporating new analysis angles, data sources, and data processing and analysis methodologies.
You might thrive in this role if you have:
Advanced degree (MSc, PhD is a plus) in a technical field such as computer science, economics, mathematics, or physics.
Experience working in a leading data role in a web3/crypto start-up. Founder experience is a plus.
Strong experience analyzing blockchain data, including raw data and DeFi data.
Advanced working knowledge of common data analysis frameworks, including SQL and python. Experience working with Dune is a plus.
Good understanding of how the EVM and smart contracts work and ability to read and understand Solidity.
Strong knowledge of the technical functions and high-level economic concepts of different DeFi protocols.
Ability to independently scope analytical work, refine questions, and gain insights, even when the initial question is vague. Ability to interpret and question results.
Ability to communicate insights and make recommendations based on data to diverse stakeholders and executives, some of whom may not have a data background; skill managing cross-functional relationships.
As a plus: Experience setting up data analysis pipelines and ingesting, transforming, and combining data from different sources, on- and off-chain, using common tools (e.g., python jobs, dbt, fivetran, airbyte, etc.), and/or experience working with data/computation infrastructure (e.g., spark, flink) and/or experience working with alternative analysis frameworks (e.g., graph analytics).
As a plus: Background in economics/finance, especially on the blockchain (e.g., equilibrium analysis, market friction, DeFi protocol design, asset pricing, gas markets).
Strong attention to detail and commitment to analytical correctness.
An orientation towards practical results and a “getting-the-job-done” mindset, and ability to thrive in a fast-paced and continuously evolving environment.
Actual compensation is based on factors such as the candidate's skills, qualifications, and experience. In addition, TFH offers a wide range of best in class, comprehensive and inclusive employee benefits for this role including healthcare, dental, vision, 401(k) plan and match, life insurance, flexible time off, commuter benefits, professional development stipend and much more!
By submitting your application, you consent to the processing and internal sharing of your CV within the company, in compliance with the GDPR
