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Senior Data Engineer

CÔNG TY TNHH CARTRACK VIETNAM

Tầng 6, TF Building, 408 Điện Biên Phủ, Phường 11, Quận 10, TP Hồ Chí Minh, TP Hồ Chí Minh

Ngày đăng: 05-12-2024

  • Kinh nghiệm

    5 - 20 Năm

  • Cấp bậc

    Nhân viên

  • Lương

    Cạnh tranh

Mô tả Công việc

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’re 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.

Yêu Cầu Công Việc

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.
  • English communication

Thông tin khác

  • Bằng cấp: Đại học
  • Độ tuổi: Không giới hạn tuổi
  • Hình thức: Nhân viên chính thức

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CÔNG TY TNHH CARTRACK VIETNAM

CÔNG TY TNHH CARTRACK VIETNAM
Tầng 6, TF Building, 408 Điện Biên Phủ, Phường 11, Quận 10, TP Hồ Chí Minh, TP Hồ Chí Minh

Cartrack is a leading global Software-as-a-Service (SaaS) platform provider for small, medium and large businesses, as well as consumers needing a software platform for data analytics to optimise fleets, driver behaviour, insurance risk, safety and asset recovery. Data analytics remain Cartrack’s primary offering, in addition to growing its artificial intelligence and value-added services to deliver a tangible return on investment to its subscribers. Cartrack is also renowned for its agility and speed in developing innovative, first-to-market solutions that are aimed at further enhancing the customer experience.

Cartrack’s impressive organic growth since being launched in South Africa in 2004 has resulted in an extensive footprint in 23 countries across Africa, Europe, North America, Asia Pacific, and the Middle East. With an active subscriber base in excess of 1.5 million, the Group ranks among the largest of its peer companies globally.

Tầng 6, TF Building, 408 Điện Biên Phủ, Phường 11, Quận 10, TP Hồ Chí Minh, TP Hồ Chí Minh

https://www.linkedin.com/company/cartrack

Qui mô công ty: 1.000-4.999

Người liên hệ: Mr. Khoa

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