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Giza

    Machine learning specialist - Giza, مصر - AGODA Egypt

    AGODA Egypt
    AGODA Egypt Giza, مصر

    منذ 4 أيام

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    وصف
    • Lead the team technically in improving scalability, stability, accuracy, speed and efficiency of our existing ML systems and processes.
    • Build, administer and scale ML processing pipelines.
    • Be comfortable navigating the following technology stack: Python3, Pyspark, scripting (Bash/Python), Hadoop, SQL, S3 etc.
    • Should be able to understand internals of ML models such as Random Forest, CNN, Regression models, etc
    • Design, build, test and deploy new libraries, frameworks or full systems for our core systems while keeping to the highest standards of testing and code quality.
    • Work with experienced engineers and product owners to identify and build tools to automate many large-scale data management / analysis tasks.
    • We believe in end-to-end ownership; this role will involve taking ML models to production at a scale.

    What You'll need to Succeed:

    • Bachelor's degree in computer science /information systems/engineering/related field
    • 8+ years of experience in software engineering with a minimum of 4+ years in ML
    • Good experience in Pyspark
    • Expert level understanding of Python with design patterns and object-oriented programming.
    • Experience debugging and reasoning about production issues is desirable.
    • A good understanding of data architecture principles preferred.
    • Any other experience with Big Data technologies / tools
    • SQL experience
    • Analytical problem-solving capabilities & experience.
    • Systems administration skills in Linux
    • A strong engineering driven mindset will be required to succeed in this role.
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