Expired

Technical Specialist (Image Processing)

Ascend Group

9 months ago

61 views

Let's discuss

Bangkok

Full-time

0+ years experience

Job Description

Responsibilities:

  • Implementing Image Processing Projects: Independently manage the implementation and deliver image processing projects, from concept to deployment, while ensuring high-quality results.

  • Technical Expertise in Image Processing Libraries: Utilize Python libraries like OpenCV, Pillow, and scikit-image to develop and implement image processing solutions. Experience with Java or C++ for performance-intensive applications is a plus.

  • Machine Learning & Deep Learning: Apply techniques such as CNNs, RNNs, Object Detection, and Image Segmentation to improve image processing tasks using frameworks like TensorFlow, PyTorch, and Keras.

  • Cloud Platform Integration: Implement cloud-based solutions using AWS, GCP, or Azure, including containerization with Docker and Kubernetes. Leverage cloud-based ML services for scalability and efficiency.

  • Project Management: Being able to self-manage and ensure the successful delivery of projects. Mitigate risks and communicate any potential roadblocks early on.

  • Version Control & Collaboration: Use Git for version control to manage code and collaborate with cross-functional teams.

  • Continuous Learning and Improvement: Stay updated with the latest trends and technologies in image processing, machine learning, and cloud infrastructure to continually improve solutions and team capabilities.

Qualifications:

  • Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field.

  • Image Processing: Advanced proficiency in OpenCV, Pillow, and scikit-image. Programming Languages: Python is a must; experience with Java or C++ is highly desired.

  • Machine Learning: Expertise in TensorFlow, PyTorch, Keras, with hands-on experience in deep learning architectures like CNNs, RNNs, Object Detection, and Image Segmentation.

  • Cloud Platforms: Experience with AWS, GCP, or Azure, and knowledge of containerization (Docker, Kubernetes).

  • Version Control: Proficiency in Git for source code management.

  • Problem-Solving: Strong analytical and problem-solving abilities with a track record of diagnosing and resolving technical issues independently.

  • Project Management: Demonstrated ability to manage project timelines, ensure the delivery of the projects, and mitigate risks.

  • Communication: Strong communication skills to convey complex technical concepts to both technical and non-technical stakeholders.

  • Practical Experience: A portfolio of completed image processing projects, including image classification, object detection, image segmentation, and image restoration.

  • Experience working in a fast-paced, agile development environment.

  • Familiarity with distributed computing and parallel processing for large-scale image data.

  • Prior experience in developing image processing applications for industries like banking, data analytics, or FinTech

Skills

Computer Engineering
C#
Java

Work Location

Bangkok

Expired

Technical Specialist (Image Processing)

Ascend Group

9 months ago

61 views

Let's discuss

Bangkok

Full-time

0+ years experience

Job Description

Responsibilities:

  • Implementing Image Processing Projects: Independently manage the implementation and deliver image processing projects, from concept to deployment, while ensuring high-quality results.

  • Technical Expertise in Image Processing Libraries: Utilize Python libraries like OpenCV, Pillow, and scikit-image to develop and implement image processing solutions. Experience with Java or C++ for performance-intensive applications is a plus.

  • Machine Learning & Deep Learning: Apply techniques such as CNNs, RNNs, Object Detection, and Image Segmentation to improve image processing tasks using frameworks like TensorFlow, PyTorch, and Keras.

  • Cloud Platform Integration: Implement cloud-based solutions using AWS, GCP, or Azure, including containerization with Docker and Kubernetes. Leverage cloud-based ML services for scalability and efficiency.

  • Project Management: Being able to self-manage and ensure the successful delivery of projects. Mitigate risks and communicate any potential roadblocks early on.

  • Version Control & Collaboration: Use Git for version control to manage code and collaborate with cross-functional teams.

  • Continuous Learning and Improvement: Stay updated with the latest trends and technologies in image processing, machine learning, and cloud infrastructure to continually improve solutions and team capabilities.

Qualifications:

  • Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field.

  • Image Processing: Advanced proficiency in OpenCV, Pillow, and scikit-image. Programming Languages: Python is a must; experience with Java or C++ is highly desired.

  • Machine Learning: Expertise in TensorFlow, PyTorch, Keras, with hands-on experience in deep learning architectures like CNNs, RNNs, Object Detection, and Image Segmentation.

  • Cloud Platforms: Experience with AWS, GCP, or Azure, and knowledge of containerization (Docker, Kubernetes).

  • Version Control: Proficiency in Git for source code management.

  • Problem-Solving: Strong analytical and problem-solving abilities with a track record of diagnosing and resolving technical issues independently.

  • Project Management: Demonstrated ability to manage project timelines, ensure the delivery of the projects, and mitigate risks.

  • Communication: Strong communication skills to convey complex technical concepts to both technical and non-technical stakeholders.

  • Practical Experience: A portfolio of completed image processing projects, including image classification, object detection, image segmentation, and image restoration.

  • Experience working in a fast-paced, agile development environment.

  • Familiarity with distributed computing and parallel processing for large-scale image data.

  • Prior experience in developing image processing applications for industries like banking, data analytics, or FinTech

Skills

Computer Engineering
C#
Java

Work Location

Bangkok

Ascend Group

Company Country

Thailand

Working Hour

Monday - Friday

Industry

Technology

Company Website

https://www.ascendcorp.com

Company Address

Bangkok

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