Senior Machine Learning Engineer
Tech Stack / Keywords
Firma i stanowisko
RTB House is a global company that provides state-of-the-art marketing technologies for top brands and agencies worldwide. Its proprietary ad-buying engine is the first in the world to be powered entirely by Deep Learning algorithms, enabling advertisers to generate outstanding results and reach their goals at every stage of the funnel. Founded in 2012, and now operating in 90+ markets, RTB House embraces first-party advertising and a relentless approach to innovation. RTB House offers end-to-end Deep Learning-powered AdTech products and solutions to maximize conversion, drive new customer acquisition, create engagement, and fuel long-term demand for a global base of clients.
Wymagania
- 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.
Nice to have:
- Previous experience in the field of Machine Learning.
- 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.
Obowiązki
- 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.
Benefity
- A highly competitive salary.
- The opportunity to work with a team of enthusiasts experienced in Machine Learning, Big Data, and distributed systems.
- Flexible working hours, with the possibility of remote work or working from the Warsaw office.
- Access to the latest technologies, with the opportunity to apply them in a large-scale and fast-paced project.
- An opportunity to optimize algorithms impacting hundreds of millions of internet users and billions of ad views per month.
- The ability to see the immediate impact of your work on business outcomes.
- The possibility of publishing your results.
Inne informacje
Administratorem danych zbieranych po kliknięciu "apply" jest RTB House. Więcej informacji o przetwarzaniu danych jest dostępne pod linkiem: https://www.rtbhouse.com/privacy-center
RTB House
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