Data Engineer / Data Scientist

Job posted: 13 January, 2022

We are SOAX, an emerging company specializing in automated data collection services for companies worldwide. Our priority is to deliver the best experience with the product to our users and to ensure we update our databases constantly to allow our users to collect the data needed fast and secure.

About the job as a Data Scientist at SOAX, you will help other data scientists in the world to collect the data with proxy faster than ever:

  • Create and upgrade models for the proxy routing logic
  • Do researches and find new ways to give our clients data faster
  • Build the process of automatic metrics calculation from raw data
  • Collect data and refine the storage structure

Required Skills and Experience

  • ETL
  • Statistics Analysis
  • Python ML stack (i.e. sklearn)
  • SQL
  • Python3 (numpy / pandas)
  • Setting up / configuring CH cluster would be a plus

What Will You Do

  • Create ETL pipelines (from CH, MariaDB to wherever) using open source solutions (as in not an enterprise) to obtain the data we already have in a way it can be easily used to run analysis/researches (i.e LTV of the node, node profile, demand-supply balancing quality etc)
  • Create new CH tables and update Kafka consumers to start writing new events
  • Create aggregations in CH to easily access stats grouped in a needed way
  • Create / Update CH dictionaries from whatever sources
  • Run statistical analysis to determine patterns in traffic distribution and its quality
  • Determine features of positive or negative classes of the sample
  • Create ML models to suggest another way of traffic distribution based on but not limited to the features of either positive or negative class per use case
  • Suggest data points to collect in order to build more precise models of traffic distribution

What we can offer

  • You can work from anywhere you want, including flexible hours! Furthermore, we don’t promote work-life balance in the traditional sense. Instead, we believe in work-life integration and care about results above all else
  • Are you ready to wow the world? SOAX provides global opportunities to bring your creativity to fresh new challenges every day. We’re a fast-growing startup and we have big goals! You will be able to help us achieve the next milestone in our journey
  • At SOAX you will thrive if you want to grow, learn, and stretch yourself. That’s why we provide learning and development budgets for courses and books
  • We know money talks, so we offer a competitive salary and benefits in GBP
  • Great team of enthusiasts to work with, we have a culture that emphasizes collaboration, energy, and openness so that newcomers will feel at home with us quickly. Our onboarding process is fast-paced but still supportive

If you realize you are our perfect candidate, please apply here. That would be great if you describe yourself in a few sentences and explain why have you chosen this position to apply to. We look forward to hearing from you!