Requirements: English
Company: RTB House
Region: remote, poland ,
We Offer:
- A highly competitive salary.
- The opportunity to work with a team of enthusiasts experienced in Machine Learning, Big Data, and distributed systems, who are eager to share their knowledge and skills.
- Flexible working hours, with the possibility of remote work or working from our office in Warsaw.
- Access to the latest technologies, with the opportunity to apply them in a large-scale and fast-paced project.
- An opportunity to apply your expertise in optimizing algorithms that support hundreds of millions of internet users and billions of ad views per month within the RTB model.
- The ability to see the immediate impact of your work on the company''s business outcomes.
- The possibility of publishing your results.
Desired Experience:
- Expertise in designing and implementing complex IT systems.
- Ability to develop user-friendly, versatile tools.
- Proficiency in at least one programming language, such as Python, C++, Java, or Scala, along with expertise in Linux.
- Strong skills in evaluating and optimizing system performance, from initial design through to production troubleshooting.
- Deep understanding of algorithms and data structures.
- Initiative and creativity to improve existing solutions.
- Ability to work effectively both within and across teams.
Additional Advantages:
- Previous experience in the field of Machine Learning is not required, but would be an asset.
- Solid foundation in mathematics.
- Experience with GPU programming and Machine Learning frameworks such as Torch, PyTorch, or TensorFlow.
- Proven experience with distributed systems.
- Familiarity with Big Data technologies such as Hadoop, Kafka, Storm, Spark, or Flink.
- Hands-on experience with Google Cloud Platform (GCP) or similar cloud providers.
We Offer:
- A highly competitive salary.
- The opportunity to work with a team of enthusiasts experienced in Machine Learning, Big Data, and distributed systems, who are eager to share their knowledge and skills.
- Flexible working hours, with the possibility of remote work or working from our office in Warsaw.
- Access to the latest technologies, with the opportunity to apply them in a large-scale and fast-paced project.
- An opportunity to apply your expertise in optimizing algorithms that support hundreds of millions of internet users and billions of ad views per month within the RTB model.
- The ability to see the immediate impact of your work on the company''s business outcomes.
- The possibility of publishing your results.
,[Developing and maintaining the ML training platform and the bidding infrastructure that evaluates ML models in the production environment., Identifying performance bottlenecks and optimizing critical, low-level parts of the system., Ensuring the reliability and scalability of implementations, and creating performance and correctness tests for new system components., Testing and benchmarking open-source Big Data and ML technologies to assess their suitability for the production environment.] Requirements: Python, Design thinking, Linux, Machine learning, TensorFlow, PyTorch, pandas, NumPy, Spark, Hadoop, Java, Big data, Google cloud platform, BigQuery, NoSQL Tools: YouTrack, DokuWiki, GIT, Gerrit, Jenkins, Agile, Kanban. Additionally: Training budget, Flat structure, International projects, In-house trainings, Team Events, English lessons.