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Title
Text copied to clipboard!Software Engineer - Image Processing
Description
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We are looking for a highly skilled Software Engineer specializing in Image Processing to join our dynamic team. The ideal candidate will have a strong background in computer science, mathematics, and engineering, with a focus on developing and optimizing algorithms for image analysis, enhancement, and recognition. You will be responsible for designing, implementing, and testing software solutions that process and analyze images in various applications, including medical imaging, surveillance, automotive, and consumer electronics. Your role will involve collaborating with cross-functional teams to understand requirements, develop innovative solutions, and ensure the highest quality of software deliverables. You should be proficient in programming languages such as Python, C++, and MATLAB, and have experience with image processing libraries and frameworks like OpenCV, TensorFlow, and Keras. A deep understanding of machine learning and computer vision techniques is essential, as you will be working on projects that require advanced image analysis capabilities. Additionally, you should have excellent problem-solving skills, attention to detail, and the ability to work independently as well as part of a team. If you are passionate about image processing and eager to contribute to cutting-edge projects, we would love to hear from you.
Responsibilities
Text copied to clipboard!- Develop and optimize image processing algorithms.
- Design and implement software solutions for image analysis.
- Collaborate with cross-functional teams to gather requirements.
- Test and validate image processing software.
- Maintain and improve existing image processing systems.
- Document software designs and implementations.
- Stay updated with the latest advancements in image processing.
- Provide technical support and troubleshooting.
- Participate in code reviews and ensure coding standards.
- Develop and maintain image processing libraries and frameworks.
- Integrate image processing solutions with other software systems.
- Conduct performance analysis and optimization.
- Develop prototypes and proof-of-concept solutions.
- Ensure software quality through rigorous testing.
- Contribute to research and development projects.
- Mentor junior engineers and provide technical guidance.
- Collaborate with data scientists on machine learning projects.
- Develop and maintain technical documentation.
- Participate in project planning and management.
- Ensure compliance with industry standards and regulations.
Requirements
Text copied to clipboard!- Bachelor's or Master's degree in Computer Science, Engineering, or related field.
- Strong programming skills in Python, C++, and MATLAB.
- Experience with image processing libraries such as OpenCV.
- Knowledge of machine learning frameworks like TensorFlow and Keras.
- Understanding of computer vision techniques.
- Excellent problem-solving and analytical skills.
- Ability to work independently and in a team environment.
- Strong communication and collaboration skills.
- Experience with software development lifecycle and methodologies.
- Familiarity with version control systems like Git.
- Knowledge of signal processing and mathematical modeling.
- Experience with GPU programming and optimization.
- Understanding of deep learning and neural networks.
- Ability to write clean, maintainable, and efficient code.
- Experience with cloud computing platforms like AWS or Azure.
- Knowledge of image compression and enhancement techniques.
- Experience with real-time image processing applications.
- Strong attention to detail and quality assurance.
- Ability to manage multiple projects and meet deadlines.
- Passion for innovation and continuous learning.
Potential interview questions
Text copied to clipboard!- Can you describe your experience with image processing algorithms?
- What programming languages are you most proficient in?
- How have you used OpenCV in your previous projects?
- Can you explain a challenging image processing problem you solved?
- What is your experience with machine learning frameworks like TensorFlow?
- How do you ensure the quality of your software deliverables?
- Can you describe a project where you collaborated with a cross-functional team?
- What techniques do you use for optimizing image processing algorithms?
- How do you stay updated with the latest advancements in image processing?
- Can you provide an example of a real-time image processing application you developed?
- What is your experience with GPU programming?
- How do you approach debugging and troubleshooting image processing software?
- Can you explain your experience with cloud computing platforms?
- What methods do you use for image compression and enhancement?
- How do you manage multiple projects and prioritize tasks?
- Can you describe your experience with deep learning and neural networks?
- What is your approach to writing clean and maintainable code?
- How do you handle performance analysis and optimization?
- Can you provide an example of a successful prototype or proof-of-concept you developed?
- What is your experience with version control systems like Git?
