What we need
Yep is looking for an experienced Data Scientist to join our Data Science team, to be based in our Singapore office. In this role, you will research, prototype, deploy to production and maintain information retrieval and search systems.
What you’ll do
Research, prototype, build and maintain systems for information retrieval, search, document classification, and Q&A
Create comprehensive product requirements together with Product Development, Design and Marketing teams
Work closely with the Engineering teams (frontend and backend) to implement, deploy, and maintain production systems
Write thorough documentation
Effectively communicate highly technical results to various teams
Basic requirements
Preferably at least a Master’s degree in any quantitative discipline: Applied Mathematics, Computer Science, Statistics, etc.
Experience with search, information retrieval, and natural language processing is a must
Experience with streaming algorithms and applications
Experience in Python, SQL (ClickHouse dialect is a plus), Git, CI/CD
Experience with (at least one) deep learning framework: TensorFlow, Pytorch, Theano
Experience with big data platforms such as Spark and Hadoop
Experience with Lucene-based search engines: Solr and/or Elasticsearch
Strong interpersonal and communication skills
Familiarity with functional languages such as OCaml or Haskell is a big plus