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Data Scientist/Machine Learning Engineer -- brisan oglas

Opis delovnega mesta

We're looking for a versatile machine learning engineer / data scientist to help us grow our real-time bidding (RTB) ad management services across Outbrain and Zemanta infrastructure.

Here's what we're working with:
over 250 million machine learning predictions calculated - every second
ML models you ship to production have an immediate effect on the business
we don't keep cutting-edge ML and deep learning algorithms in the drawer - we deploy them to production
terabytes of data generated daily, stored on S3 and BigQuery
multi-cloud environment - AWS, GCS, private cloud
Go-lang is our main production language, python for offline research
production ML algos developed in-house in either Go-lang or TensorFlow
in-house distributed AutoML framework for effective offline research
powerful research cluster for your use
full ownership of the ML-powered features we develop - from idea to final product
a lot of learning - both internally (knowledge sharing initiatives) and externally (going to the best conferences, reading papers, watching talks)
sharing knowledge externally (talk at conferences and meet-ups, mentor students at DataScience@UL-FRI, Zemanta Data Science Summer School, ...)
be a part of a world-class data science and software engineering organization

Does that sound interesting to you? Read on!
As a machine learning engineer / data scientist you will be taking our data science opportunities all the way from ideas to solutions - from identifying and formulating the problem with our product managers and colleagues, through exploring terabytes of data, building predictive models and running thousands of offline experiments using our in-house AutoML framework. Then choosing best models and deploying them to production in A/B tests, analysing the results and looking after your models in the wild by monitoring their behaviour.

Od kandidatov zahtevamo

3+ years of software engineering experience.
Machine Learning and Data Science knowledge and experience are a big plus, desire to build on it is a must.
Good knowledge of modern backend development, databases, basic data structures and most common design patterns.
Ability to write clean, maintainable, well-tested production code.
A strong desire to learn and grow as a member of a talented engineering and data science team.
You lean towards simple and effective solutions and are allergic to over-engineering.
We expect you to like working with people - you'll be doing that a lot.
You are a reliable, trustworthy person that keeps their promises and takes responsibility for their actions.
Having experience with our stack is a plus, but not mandatory - we value talent, strong fundamentals and dedication to excellence more than the tools you've used.

Kandidatom ponujamo

We care deeply and invest heavily into our team, setting everybody up for growth and success. In addition to being a part of a great team, working in a fast-paced startup environment, learning from other smart people and skyrocketing your skills, we offer:

International environment: be a part of a global Outbrain engineering team
Full-time employment with an attractive salary package
Participate in the success of the company through our stock package
Traveling to world's leading software engineering / data science conferences every year and learning from the best
A laptop and other equipment of your choice
Opportunity to give back to community - by open-sourcing code, giving talks and sharing knowledge through our many initiatives
Flexible working hours
We’re working fully remotely from the beginning of the pandemic until further notice
Hybrid working mode when things get back to normal (1-2 days per week in the office - or all days in the office if that's what you prefer)
Free access to the gym and pool across the street to keep you in shape

Klasifikacija delovnega mesta

Lokacija:
Ljubljana
Plačilo:
3000-5000+ bruto EUR / mesec
Delovni čas:
redna zaposlitev

 

Zahtevana znanja

ML
predhodno znanje ni potrebno
Go
predhodno znanje ni potrebno
Python
predhodno znanje ni potrebno
TensorFlow
predhodno znanje ni potrebno