Research & Product⬩Edge & Node
Data Scientist (Analyst)
Years of Experience
What We’re Looking For
Produce compelling data-driven narratives that describe what is happening in The Graph and why.
Evangelize the use of data to support improved decision-making throughout E&N and The Graph’s ecosystem.
Design and run experiments, such as A/B tests, to increase the growth, retention, and success of users of The Graph.
Apply domain knowledge of relevant topics, such as blockchain, crypto, decentralized finance (DeFi), databases, etc. to identify salient trends and patterns while exploring data sets.
Work with data engineers to define requirements for ETL and data pipelines to produce and automate new data sets to support your analysis.
Analyze The Graph metrics (eg. network data, developer growth, subgraph usage), to track engagement, KPIs and assess industry-wide trends.
Develop analytical and financial models to forecast usage behavior (eg. dapp adoption, network usage).
You effectively break down complex topics and explore new problems from principles.
You have a growth mindset when it comes to acquiring new knowledge. You enjoy pulling on a thread and seeing where it leads. You see exploring data as a creative as much as an analytical process.
You are able to operate independently in a remote environment and proactively identify the most important tasks to maximize your contribution. You apply domain knowledge to prioritize data-driven investigations that will have the greatest impact on strategic and technical goals.
You understand that to be effective, presenting your results and recommendations clearly is as important as the analysis itself. You leverage a combination of media, including written reports, blog posts, data visualizations, spreadsheets, analytical notebooks (i.e. Jupyter, Sage, ObservableHQ), dashboards, mathematical writing (i.e. LaTeX), slide decks, and live presentations, choosing the ones most suited for the ideas being communicated.
People love working with you and your teammates value the way you introduce data-driven insights into conversations to help the team be more effective.
You are adept at writing SQL queries and as a bonus are also familiar with GraphQL.
You have already "fallen down the crypto rabbit hole." You are familiar with, if not an expert in, concepts like blockchain, distributed systems, bonding curves, decentralized finance (DeFi), consensus, Web3, etc
Data Engineer & Visualization
About The Team
Despite being remote-first, our team is fairly tight-knit and often feels like a family. You can expect quarterly offsites (once Covid permits) in different parts of the world, where we strategize as a team, brainstorm around a whiteboard, go on team outings, have spirited and varied conversations over wine, coffee, or kombucha, and get to know each other on a personal level. We value diversity and bringing your whole self to work, including your weird hobbies, unique life experiences, cultural traditions, obscure music tastes, and whatever else makes you *you*. In addition to offsites, you’ll have the option to travel to conferences and meetups around the world, where you’ll get to know individual teammates on a more personal level and also build relationships with our users and community.
We pay competitive salaries to all team members, based on level of contribution and country of residence, and offer generous health benefits to U.S. based employees.