Job details

Data Engineer

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PIP Labs is a research and engineering company focused on decentralized technologies, intellectual property (IP), and artificial intelligence (AI). As an initial core contributor to the Story Network, PIP Labs develops infrastructure and technical solutions that connect the potential of AI with sustainable ownership models, supporting IP holders, creators, and innovators.

About the Role

We’re seeking a Data Engineer to join our team and lead the development of critical data infrastructure. You’ll build systems that give real-time insight into token activity, exchange dynamics, and ecosystem health. This role is perfect for someone who thrives in early-stage environments, is excited by messy data, and wants to help define how web3 data is captured, visualized, and acted on.

Key Responsibilities

Design, implement, and maintain data pipelines to collect, clean, and transform raw on-chain and off-chain data into structured formats.
Build and maintain dashboards to monitor exchange floats across centralized and decentralized platforms.
Track token movements in and out of exchanges in real time.
Analyze daily token inflow and outflow patterns.
Identify and surface high-volume transactions across DeFi projects.
Monitor significant token transfers and wallet-level activity.
Map and track token flows across interrelated wallet clusters.
Collaborate with engineering, product, and leadership teams to define key metrics and translate business needs into scalable data solutions.
Ensure data quality, accuracy, and reliability through rigorous testing, validation, and documentation practices.
Develop automated reporting tools and ad hoc queries to support strategic decision-making.
Recommend improvements to existing infrastructure, tooling, and workflows as we scale.

What We’re Looking For

3+ years of experience as a Data Engineer or in a similar role building production-grade data pipelines and dashboards
Strong understanding of DeFi protocols and the ability to monitor and analyze smart contract activity across DeFi projects
Proficiency in SQL, Python, and working with APIs (especially blockchain or web3-related APIs)
Experience with data visualization tools like Looker, Tableau, Metabase, or similar
Familiarity with on-chain data sources and blockchain analytics (e.g., Dune, Flipside, Nansen)
Strong understanding of data modeling, ETL processes, and warehouse design (e.g., Snowflake, BigQuery, Redshift)
A collaborative mindset, clear communication skills, and the ability to work autonomously in a fast-paced environment
Curiosity and passion for the web3/crypto space — you don’t need to be an expert, but some fluency helps

Nice to Have

Experience tracking token liquidity and market maker flows
Prior work with decentralized exchange (DEX) or DeFi protocol data
Background in financial modeling or working with trading/investment teams

Average salary estimate

$125000 / YEARLY (est.)

min

max

$100000K

$150000K

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What You Should Know About Data Engineer, PIP Labs

At PIP Labs, we're on a mission to redefine the possibilities of decentralized technologies, and as a Data Engineer, you'll play a key role in this journey. Located in the vibrant SF Bay Area, we're looking for someone who is excited about data's potential and wants to make a real impact. In this position, you'll lead the development of vital data infrastructure, creating systems that provide critical insights into token activity, exchange dynamics, and the health of our ecosystem. If you're someone who loves delving into messy datasets and enjoys crafting solutions that illuminate how web3 data is captured and visualized, then this role is tailored for you. You'll be responsible for designing, implementing, and maintaining data pipelines that transform raw on-chain and off-chain data into actionable formats. Your goal will be to ensure that our teams have the tools they need to monitor exchange flows effectively, analyze transaction patterns, and surface essential data that guides decision-making. Collaboration will be key, as you'll work alongside our engineering, product, and leadership teams to define key metrics and build scalable data solutions. If you bring over three years of experience in a Data Engineer role and have a strong understanding of decentralized finance protocols, we’d love to hear from you. Join us at PIP Labs, where your curiosity and passion for the web3/crypto space will thrive and contribute to the future of innovation!

Frequently Asked Questions (FAQs) for Data Engineer Role at PIP Labs

What are the key responsibilities of a Data Engineer at PIP Labs?

As a Data Engineer at PIP Labs, your key responsibilities will include designing and implementing data pipelines, maintaining dashboards to monitor exchange activity, analyzing token movements, and collaborating closely with various teams to translate business needs into effective data solutions. You'll also ensure the quality and accuracy of our data through rigorous testing while recommending improvements to existing workflows.