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    • Senior Data Engineer - Hồ Chí Minh - Cartrack

    Cartrack
    Cartrack Hồ Chí Minh

    1 tháng trước

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    Mô tả

    About Us

    We're a world-leading smart mobility SaaS tech company with almost 2,000,000 active users.

    Our teams are collaborative, vibrant, and fast-growing, and all team members are empowered with the freedom to influence our products and technology.

    Are you curious, innovative, and passionate?

    Do you take ownership, embrace challenges, and love problem-solving?

    We are looking for a Senior Data Engineer who will help us build robust pipelines and infrastructure to process and analyze audio and video data, revolutionizing the way our customers use connected technology.

    Your Role

    • Design and develop efficient pipelines to ingest audio and video data from various sources, such as microphones, cameras, and cloud storage.
    • Implement techniques for cleaning and preprocessing data, including noise reduction, normalization, and video frame extraction.
    • Extract meaningful features from audio and video data, including acoustic, visual, and temporal attributes.
    • Oversee labeling and annotation of datasets for machine learning models.
    • Build and maintain scalable data pipelines using tools like Apache Airflow and Apache Spark.
    • Design efficient storage solutions for large-scale data, including data lakes and object storage.
    • Collaborate with machine learning engineers to integrate models into production environments.
    • Continuously monitor and optimize data pipelines for performance and scalability.

    Your Qualifications

    • Minimum 5 years of relevant experience.
    • Strong experience in Python and data engineering tools (e.g., Pandas, NumPy, SQL).
    • Hands-on experience with audio and video processing libraries (e.g., Librosa, OpenCV).
    • Knowledge of cloud platforms (AWS, GCP, Azure) and their data services.
    • Familiarity with data warehousing and data lake architectures.
    • Excellent problem-solving and analytical skills.
    • Strong ownership mindset and willingness to learn new technologies.
    • Knowledge of machine learning frameworks (e.g., TensorFlow, PyTorch) is a plus.
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Ho Chi Minh City