职位详情
ML算法工程师
2-3万
上海睿沃信息科技有限公司
上海
3-5年
本科
06-25
工作地址

耐克商业(李娜大厦店)

职位描述

Now, more than ever, Technology needs to respond quickly to
turn market disruptions into opportunities for our world-class brand. To
achieve this, we must continue to develop our Enterprise Analytics, Data Science
& Machine Learning capabilities and team to ensure we’re maximizing the
power of the Nike enterprise in the analytics/machine learning space and
managing data as a competitive advantage.


If you’re ready to innovate and be a driving force for
building solutions in Enterprise Data and Analytics organization, come join us
now! You will be part of an organization that is revolutionizing Nike
technology platforms and architecting a data and analytics landscape that is
simplified, modern, flexible and will ultimately enable Nike on its journey to
beyond.



Key Responsibilities



  • Develop and
    optimize algorithms for intelligent image and video cropping, shot
    detection, video editing and video understanding.

  • Implement and
    refine object detection algorithms to enhance the accuracy and efficiency
    of image and video processing.

  • Conduct image
    saliency analysis to identify and highlight key features in images and
    videos.

  • Develop and
    integrate lens cut detection algorithms to automatically segment and
    analyze video content.

  • Utilize
    libraries such as OpenCV and FFmpeg for advanced image and video
    processing tasks.

  • Collaborate
    with cross-functional teams to integrate computer vision solutions into
    our product offerings.

  • Ensure seamless
    deployment and maintenance of image and video processing pipelines using
    CI/CD practices and tools like Jenkins.

  • Work with
    public cloud platforms (AWS, Alibaba Cloud) to manage and scale image and
    video processing infrastructure.



Qualifications:


·
Bachelor’s degree in Computer Science, Electrical
Engineering, or a related field. A Master’s or Ph.D. is a plus.


·
Proven experience (3+ years) in computer vision, with
a strong focus on image and video processing.


·
Hands-on experience with image and video processing
libraries such as OpenCV and FFmpeg.


·
Proficiency in object detection algorithms, including
but not limited to YOLO, SSD, and Faster R-CNN.


·
Experience with image saliency analysis and lens cut
detection algorithms.


·
Strong background in cloud computing, especially with
AWS and/or Alibaba Cloud.


·
Familiarity with CI/CD practices and tools such as
Jenkins, Git, and Docker.


·
Excellent problem-solving skills and the ability to
work independently and collaboratively.


·
Strong communication skills, both written and verbal,
to effectively communicate technical concepts to non-technical stakeholders.


Why Join Us?


· Opportunity
to work on cutting-edge AI solutions with real-world impact.


· Collaborative,
innovative culture with growth and mentorship opportunities.


· Flexible work
environment with a global, cross-functional team.


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