Machine Learning Specialist
4 miesięcy temu
Spółkę HIRELY tworzą profesjonaliści, którzy posiadają wiele lat doświadczenia w takich obszarach jak: IT, BI, zarządzanie projektami i przedsiębiorstwami. Cechuje nas wysoka jakość i efektywność realizowanych projektów poprzez właściwe dopasowanie kandydata do profilu poszukiwanego stanowiska i kultury organizacyjnej panującej w firmie.
Partnerstwo, rzetelność i transparentność – to wartości, którymi kierujemy się we wszystkich naszych działaniach.
About the company
HIRELY company is formed by professionals who have many years of experience in such areas as IT, BI, project and enterprise management. We are defined by high quality and efficiency of projects carried out through proper matching of the candidate to the profile of the position sought and the organizational culture prevailing in the company.
Partnership, reliability and transparency - these are the values that guide us in all our activities.
Opis stanowiska
INFORMACJA O KLIENCIE:
Klient to zintegrowany pionowo producent, nadawca i platforma streamingowa, będący największą niezależną stacją telewizyjną w Wielkiej Brytanii.
Pierwszy segment ich działalności obejmuje produkcję, posiadanie praw i dystrybucję wysokiej jakości treści telewizyjnych na skalę globalną. Funkcjonują w 12 krajach, posiadając ponad 60 wytwórni, oraz rozbudowaną globalną sieć dystrybucji. Ich oferta obejmuje różnorodne gatunki, jest obecna w wielu regionach i trafia do różnych klientów na kluczowych rynkach kreatywnych na całym świecie.
Drugi segment działalności to projekt, który jest największym komercyjnym nadawcą i platformą streamingową w Wielkiej Brytanii, oferującym wyjątkowy zasięg i skalę odbiorców. Dystrybucja treści odbywa się poprzez ich platformę, bezpłatną usługę streamingową finansowaną przez reklamodawców oraz niekodowane kanały telewizji linearnej.
CEL PROJEKTU:
Budowanie rozwiązań do przewidywania, planowania oraz tworzenia programów telewizyjnych dla klienta zagranicznego.
Job description
The client is a vertically integrated producer, broadcaster and streaming platform that is the largest independent TV station in the UK.
The first segment of their business involves producing, owning the rights to and distributing high-quality television content on a global scale. They operate in 12 countries, with more than 60 studios, and an extensive global distribution network. Their offerings span a variety of genres, have a presence in multiple regions and reach a variety of clients in key creative markets around the world.
The second business segment is Project, which is the largest commercial broadcaster and streaming platform in the UK, offering exceptional reach and audience scale. Content is distributed through their platform, a free advertiser-funded streaming service and free-to-air linear TV channels.
PROJECT OBJECTIVE:
To build solutions for predicting, scheduling and creating television programming for an overseas client.
Benefity
- Karta Multisport
- Prywatna opieka medyczna
Benefits
- Multisport card
- Private medical care
Wymagane doświadczenie
MUST HAVE:
- Doświadczenie z optymalizacją bayesowską
- Biegła znajomość bibliotek do przechowywania danych w chmurze (np. cloudpathlib, s3fs)
- Znajomość specyfikacji systemów plików (fsspec)
- Dobre zrozumienie obliczeń numerycznych przy użyciu NumPy
- Manipulacja i analiza danych przy użyciu Pandas
- Doświadczenie z rozproszonymi frameworkami obliczeniowymi, takimi jak PySpark
- Manipulacja datą i godziną przy użyciu Python Dateutil
- Znajomość frameworków uczenia maszynowego, takich jak Scikit-Learn i XGBoost
- Dobra znajomość języka angielskiego (Klient z UK)
- Samodzielność, proaktywność, can-do attitude
NICE TO HAVE: - Biegłość w śledzeniu postępów za pomocą Tqdm
- Rejestrowanie i monitorowanie przy użyciu Watchtower
- Wizualizacja danych przy użyciu Plotly, Matplotlib i Seaborn
Experience required
MUST HAVE:
Experience with Bayesian optimization
Proficiency with cloud storage libraries (e.g. cloudpathlib, s3fs)
Knowledge of file system specifications (fsspec)
Good understanding of numerical calculations using NumPy
Data manipulation and analysis using Pandas
Experience with distributed computing frameworks such as PySpark
Date and time manipulation using Python Dateutil
Knowledge of machine learning frameworks such as Scikit-Learn and XGBoost
Good knowledge of English (UK client)
Self-motivated, proactive, can-do attitudeNICE TO HAVE:
Proficiency in tracking progress using Tqdm
Logging and monitoring using Watchtower
Data visualization using Plotly, Matplotlib and Seaborn
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