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Engineering Intern - AI

Min Experience

0 years

Location

New York, Singapore

JobType

Full time

About the job

Info This job is sourced from a job board

About the role

AI Eng Intern @ Allium - Accurate, Simple and Fast blockchain data Blockchain data is hard, messy, and chaotic When we started out in late 2021 our thesis was simple - blockchain data, despite it being public and free, was difficult to understand, clunky to access and troublesome to maintain. Answering a simple question like "Who are the biggest Ethereum token holders over time?" requires an engineering team to run their own RPC nodes, ingest the full history of the blockchain, clean the data, transform the data and finally summon a wizard to cast a complex SQL query. Accessing data is hard because blockchains are optimized for Writes and not Reads Why is it so hard? Blockchains have historically been optimized for Writes (getting data onto the blockchain) and less for Reads (getting data OUT of the blockchain). This is because optimization efforts were focused on increasing transaction throughput and building fault tolerant and scalable consensus algorithms. This neglect makes it hard to get data out efficiently and reliably at scale. Parsing and interpreting blockchain data requires both deep domain expertise and data manipulation To quote Tim Roughgarden, Columbia Professor, "Blockchains are (virtual) computers, not databases." They are Turing machines that support general computations, and anyone can write and deploy their own smart contract for their own use case. This nearly infinite number of use cases leads to the fragmentation of data schemas for different purposes. Standardizing these schemas requires deep domain expertise to turn esoteric technical outputs into clear information for specific concepts like tokens, NFTs, stablecoins and DEXs. Allium abstracts the complexity with a simple way to query blockchain data Allium tames the chaos by ingesting, sanitizing, and standardizing all this data. As of this post, the data we've archived across 100+ blockchains is in the petabytes and growing exponentially. Google and Bloomberg had to organize the world's public financial and webpage data, Allium is on a mission to do the same for blockchain data This is one of the rare times in history where indexing a giant public dataset is sorely needed by all - similar to what Bloomberg did for financial data and what Google organized for public webpage data. With this indexed data, we are fortunate to support trailblazers in this industry and play some role the industry's most exciting trends: About our customers We serve 2 groups of customers today with the same data but different platform. Analysts who need to answer data questions about the blockchain (think BI) and Engineers who need highly reliable data queryable in near realtime (think Application backends). Our customers include the biggest institutions Visa, Stripe, Grayscale and also the biggest crypto companies such as Phantom, Uniswap. Allium is one of the unique companies in the industry that bridge blockchain and non blockchain worlds. What you'll do We love to empower our interns as full time engineers and treat them with the highest standards and expectations. You'll work closely with our founding engineering team to accelerate Allium's AI efforts to make blockchain data easy to query & understand. If you want to get a front row seat into a startup, go for it!

About the company

We invite people of all backgrounds (https://www.allium.so/about). We have engineers who learnt coding much later in life, who learnt coding on the side, we have engineers who are still in school and we also have engineers who went to the top schools (CMU, Stanford, UIUC, UPenn, Oxford, NUS, Cornell), all are welcome if one comes in with a curious mind and an infectious work ethic.

Skills

ai