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  • All offersGdańskPythonMachine Learning Specialist
    Machine Learning Specialist
    Python
    DCG

    Machine Learning Specialist

    Gdańsk
    Type of work
    Full-time
    Experience
    Senior
    Employment Type
    B2B
    Operating mode
    Remote
    DCG

    DCG

    Cześć, tu DCG! Jesteśmy ekspertami w obszarze rekrutacji, a naszym konikiem jest branża IT. Mimo to chętnie wykorzystujemy swoje kompetencje również w realizacji projektów na stanowiska z sektorów tj. finanse, HR, marketing i wiele innych. Stawiamy na dobrą relację, zawsze będziemy grać z Tobą do jednej bramki. Przygotujemy Cię do rozmowy z naszym Klientem tak, abyś mógł pokazać się ze swojej najlepszej strony. Zróbmy wspólnie krok w Twoim rozwoju zawodowym. Nie możemy doczekać się, aż Cię poznamy! 😊

    Company profile

    Tech stack

      PyTorch

      advanced

      TensorFlow

      advanced

      Python

      advanced

      IP networks

      junior

      TCP/IP

      junior

      Network QoS

      junior

    Job description

    DCG is a modern technology company, gathering in its ranks IT related professionals. Due to the continuous development and the large number of recruitment projects that we carry out for our Partners, we are looking for a person for the position:


    Machine Learning Specialist


    RESPONSIBILITIES:

    • Collaborate to translate business challenges into machine learning project objectives
    • Conduct exploratory analysis of raw data and engineered features to uncover underlying patterns and trends
    • Prototype features and models, especially using networking traffic and property-graph inputs
    • Design, develop, and deploy machine learning models, including classification, clustering, and recommendation systems
    • Monitor and assess model performance, continuously improving accuracy and robustness
    • Investigate the potential impact of new AI/ML techniques (such as GraphRAGs, Multimodal AI, and AI Agents) on our products


    REQUIREMENTS:

    • Proven experience with machine learning algorithms, statistical methods, and experimental design
    • Proficiency in Python programming and familiarity with libraries such as TensorFlow, PyTorch, or scikit-learn
    • Practical experience in deploying and maintaining ML models at an industrial scale
    • Up-to-date with advancements in machine learning research and cutting-edge techniques
    • Knowledge of IP-based network protocols and architectures is a must
    • Knowledge of IP ports + protocols and traffic pattern used by different app stacks
    • Experience in network QoS and traffic policy development, statistical analysis and netflow data modelling and cyber security solutions
    • Experience with graph data science and property-graphs is advantageous
    • Experience in a startup environment or a strong entrepreneurial mindset is a plus


    OFFER:

    • B2B contract
    • Private medical care
    • Co-financing for the sport card
    • Constant support of dedicated consultant
    • Team-building events organized by DCG
    • Employee referral program
    All offersGdańskPythonMachine Learning Specialist

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