PREDICTIVE ANALYTICS ENGINEER

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PREDICTIVE ANALYTICS ENGINEER

calendarStart ASAP
contractFulltime / Contract
walletFixed base monthly salary from 1100 EUR
walletCompetitive salary reflecting your motivation and maturity (monthly fixed & variable salary from 1100 EUR to 6000 EUR + stock options)
location-pinBratislava, Slovakia

We are Exponea, an internationally renowned e-commerce cloud – a tool for in-depth analysis and marketing automation for businesses. We work with global e-commerce leaders and other top companies from all over the world.

 

We’re currently expanding our Predictive Analytics AI team, and looking for a new Predictive Analytics Engineer.

Our team:

The Predictive Analytics Team develops advanced analytical models using AI, most notably machine learning. Our aim is to enable our clients to be one step ahead of their customers. We are creating automatic prediction models for every aspect of customer behavior and real time adaptive pricing of client’s catalogues based on purchases and our short- and long-term predictions.

We encourage our team to dig deep and use world class technologies as they deem fit.

Current Projects and challenges:

  • Inventory Management – predict sales of individual items from stream data. Suggest price changes, and reorders.
  • Predictions – predict every aspect of customer behavior. Most recent projects include predicting next item a customer is going to buy using deep neural networks or predicting optimal time and channel to contact customer.

Our tech stack:

  • We mostly use Python, but there are opportunities to use C++, Java and Go.
  • For data storing and manipulation we’re using Apache Kafka and Spark.
  • Python libraries: Flask, Gensim, Pandas, TensorFlow and Numpy.
  • Google Cloud infrastructure with Kubernetes for container orchestration and GitLab for CI+CD.
  • For ad-hoc analysis and model training you can use BigQuery, Google ML Engine, Datalab or Dataflow.

What we expect from you:

  • University degree, ideally in Informatics, Artificial Intelligence, Applied Maths, Statistics or related degree
  • Experience in data mining, predictive modelling or machine learning
  • Experience with Spark, Hadoop, TensorFlow or Kafka is a plus
  • Good knowledge of core CS concepts such as: common data structures and algorithms.

What you might like about Exponea:

A great deal of freedom and trust. At Exponea we don’t clock in and out, and we have neither corporate rules nor long approval processes. We are interested in results from day one. The freedom goes hand in hand with responsibility.

  • Learning, personal development and professional growth. Including an annual budget for trainings in the amount of your monthly salary.
  • Entrepreneurship lessons.  Easier way to start your own business. Inspired by PayPal founders, our CEO, Peter, aims to support employees in starting their own successful firms. The money and know-how you will have obtained at Exponea will surely come in handy! (Read more of what Luna, our E-Commerce Growth Specialist has learnt about growing a business).
  • Flexible working hours. Remote work and home office are possible.
  • Reward based on your commitment and capabilities.
  • Possibility to co-own the company through our employee share program into which we have allocated over 50 percent of shares.
  • An easy-to-access downtown office.
  • An array of fringe benefits including hardware (pick the machine and tools you like), books, gym classes, language classes.
  • Free lunches in Exponea Foodie Club restaurants; free fresh fruit in the office every day.
  • Travel insurance, also for personal purposes.
  • Friendly atmosphere and motivated colleagues who like what they do.
  • Talent development thanks to our Internal Learning Academy:
    • Communication and soft skill development program provided by our resident coach and ex-McKinsey communication strategist Ivo Večeřa
    • Leadership academy, execution training – 7 habits of highly effective people by Stephen Covey Business Academy
    • Scaling-up program from Verne Harnish processed via TedExponea format

About us:

Exponea is an award-winning customer experience and data management platform that not only boosts e-commerce growth with AI-powered engagement automation, but also helps improve companies’ culture with better cross-department collaboration and customer centricity. More info about Exponea.

 

Get a glimpse of life at Exponea and meet your future colleagues (Facebook Page Exponea Society).

Like this role? Apply here.


Drop your CV here or click to upload (docx, pdf, max. 5MB.)

If you have any questions, please contact us at career@exponea.com