Data Engineer / AI Scientist
Singapore, Singapore
Job Description
Founded in 2017, Pundi X delivers web3 and AI technology to build a more secure and inclusive world. Its flagship product, the XPOS®️, is a blockchain-based POS platform that enables brick-and-mortar stores to transact on the blockchain.
Headquartered in Singapore, we are honored to be listed among the top 50 most intriguing emerging Fintech Startups by KPMG in 2018, cool vendors in blockchain business by Gartner, and one of the top 10 fintech leaders by Singapore Fintech Association in 2019. Pundi X is a founding member of Asosiasi Blockchain Indonesia and also active in other blockchain associations globally.
We are proud to be a community-driven project and we have a very strong and engaged community across social media platforms. All of our team members are technology focused with a broad spectrum of expertise from coding to finance and from marketing to legal and regulatory.
What you’ll do
You’ll be responsible for providing high-quality datasets, including but not limited to the following tasks:
Obtain publicly available internet data through analysis, simulation, reverse engineering, etc.
Improve the quality and quantity of data collection through technical means.
Participate in data cleaning for large NLP models, including but not limited to data format conversion, content extraction, etc.
Deeply understand the data content, analyze data characteristics, continuously optimize data cleaning rules, and improve the quality of output data.
What you’ll need
Master's degree or higher in Computer Science or Artificial Intelligence, with 2 years or more of relevant work experience preferred.
Familiar with various transformer models and multimodal models, with experience in multimodal model development preferred.
Experience in one or more fields such as web scraping, data preprocessing, and big data is preferred.
Understanding of frameworks such as TensorFlow, PyTorch, and Keras.
Proficient in Python programming, familiar with Linux, and capable of using Shell scripts to solve daily problems.
Familiar with multi-threading, multi-processing, and network programming, familiar with at least one of the following tools: Scrapy, Spark, Xpath, Css-Selector, or having relevant experience in the NLP field is preferred.
Phd/MSc/BSc graduates with machine learning or data science background with no prior working experience encouraged to apply.
Please send your CV entitled “Data Engineer/AI Scientist” to hr@pundix.com. Join us!
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Big Data Blockchain Computer Science Engineering Finance FinTech Keras Linux Machine Learning ML models NLP PhD Python PyTorch Spark TensorFlow
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