Data Scientist / Algorithm Engineer @ Zemanta d.o.o.
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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)
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
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
- writing clean code
At Zemanta we're building the most advanced advertising platform in the world. Marketing agencies love our dashboard - they use it to run advertising campaigns that reach millions of people every month. Offering them the tools they need to be successful is our main priority, so we are expanding our engineering team to take our platform to the next level.
In July 2017 Zemanta joined Outbrain (the world's largest content recommendation company) on their mission to help anybody discover great content.
In July 2021 Outbrain became a public company trading on NASDAQ.
- Zaposleni imajo mirno delovno okolje
- Iskalci zaposlitve na intervjujih programirajo
- Zaposlenim zagotavljamo prostor za malice
- Fleksibilen delovni čas
- Zaposlenim nudimo sprostitvene aktivnosti zunaj delovnega časa
- Zaposlenim zagotavljamo parkirno mesto