Data Scientist / Algorithm Engineer -- brisan oglas

Opis delovnega mesta

Zemanta, an Outbrain company is looking for an experienced software Engineer with machine learning and data science aspirations. The team this person will join as part of Outbrain’s Recommendations Group - about 40 machine learning engineers, data scientists and backend engineers who are responsible for everything that Outbrain recommends in its feeds and widgets. The team is involved in research, implementation and production rollout of state of the art machine learning models in diverse tech stack Python, TensorFlow, Java and Rust.

Yield Optimization teams responsibilities:
We are developing state-of-the-art CTR prediction models which are the backbone of Outbrain recommender systems. We leverage Outbrain AutoML suite to accelerate our research and to reduce productization time. We do extensive feature research, develop state of the art models in TensorFlow and Rust. In addition we tackle classical recommender system challenges such as cold start.

Your personal responsibilities are:
Build Improve and maintain core components for serving our machine learning based services
Implementation and integration algorithmic features to high scale production system
KPI based research on improving existing machine learning models
A/B testing and monitoring of new features
Data analysis over huge datasets to validate various hypothesis
Collaborate with AutoML team to further improve our ML Ops tooling

Od kandidatov zahtevamo

Who you are:

BSc\MSc in Computer Science, Software, Information Systems Engineering or similar or equivalent industry experience
4 years or more proven industrial experience as a software engineer (Python/Scala/Java/C++)
Machine Learning Enthusiast - Specifically in NLP or Recommender Systems
Great communication and interpersonal skills
Experience with big data technologies Kafka, Spark, Hive, Cassandra - big advantage
Machine Learning Industry Experience - big Advantage
Leadership experience (an advantage)

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 environment, learning from other smart people and skyrocketing your skills, we offer:
International environment: work with world-class Outbrain engineers based in Tel Aviv and New York
Full-time employment with an attractive salary package
Equity plan
Traveling to world's leading software engineering 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 tech blog
Flexible working hours and an ability to work from home

Klasifikacija delovnega mesta

3000-5000 bruto EUR / mesec
Delovni čas:
redna zaposlitev


Zahtevana znanja

writing clean code