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Senior Engineer
5 days ago
We are seeking a highly skilled and experienced Senior Engineer with expertise in Python, Machine Learning, and Image Processing.
The ideal candidate will play a critical role in developing and enhancing our image processing algorithms and machine learning models, contributing to innovative solutions and cutting-edge projects.
Key Responsibilities:
- Develop and Maintain Image Processing Algorithms: Design, implement, and optimize image processing algorithms to meet project requirements and improve existing systems.
- Machine Learning Model Development: Build, train, and deploy machine learning models for various applications, including image recognition, classification, and enhancement.
- Python Development: Write clean, efficient, and well-documented Python code for machine learning and image processing tasks.
- Data Analysis and Preprocessing: Conduct data analysis, preprocessing, and augmentation to prepare datasets for machine learning applications.
- Performance Optimization: Optimize the performance of image processing algorithms and machine learning models to ensure real-time processing capabilities.
- Collaboration: Work closely with cross-functional teams, including data scientists, software engineers, and product managers, to integrate solutions into products and services.
- Research and Innovation: Stay up-to-date with the latest advancements in machine learning and image processing, and apply innovative techniques to solve complex challenges.
- Mentorship and Leadership: Provide technical guidance and mentorship to junior engineers and contribute to the continuous improvement of the engineering team.
Qualifications:
- Education: Bachelor's or Master's degree in Computer Science, Electrical Engineering, or a related field.
- Experience: Minimum of 3 years of experience in Python programming, machine learning, and image processing.
Technical Skills:
- Proficiency in Python and relevant libraries (eg, NumPy, SciPy, OpenCV, sci-kit-learn, TensorFlow, PyTorch).
- Strong understanding of image processing techniques and algorithms (e.g, filtering, edge detection, segmentation).
- Experience with machine learning model development and deployment (e.g, CNNs, RNNs, GANs).
- Familiarity with data preprocessing and augmentation techniques.
- Knowledge of software development best practices, including version control (Git), testing, and code reviews.
Soft Skills:
- Excellent problem-solving and analytical skills.
- Strong communication and teamwork abilities.
- Ability to work independently and manage multiple tasks and projects simultaneously.
- Passion for continuous learning and staying updated with technological advancements.
Preferred Qualifications:
- Experience with deep learning frameworks (e.g, Keras, Caffe).
- Knowledge of cloud platforms and services (e.g, AWS, Google Cloud, Azure).
- Experience with big data technologies and tools (e.g, Hadoop, Spark)
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