Senior Data Engineer

About UsWe’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

Implement techniques for cleaning and preprocessing data, including noise reduction, normalization, and video frame extraction.
Oversee labeling and annotation of datasets for machine learning models.
Continuously monitor and optimize data pipelines for performance and scalability.
Design and develop efficient pipelines to ingest audio and video data from various sources, such as microphones, cameras, and cloud storage.
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.
Extract meaningful features from audio and video data, including acoustic, visual, and temporal attributes.

Your Qualifications

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

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Cập nhật gần nhất lúc: 2024-12-05 19:00:02