Mumbai, MH, India
Information Technology
Full-Time
SAI Group Ltd
Overview
Position Overview:
We are seeking a talented and motivated AI Engineer with a strong focus on Computer Vision to join our team.
The ideal candidate should have a passion for solving complex problems in the field of machine learning and
computer vision, as well as the technical expertise required to build and deploy AI solutions.
This role is perfect for individuals with 1-4 years of relevant experience, strong programming skills in Python,
and a solid understanding of computer vision frameworks and libraries.
Key Responsibilities:
- Design, develop, and deploy computer vision models to solve real-world problems.
- Implement machine learning algorithms for image processing, object detection, segmentation, and recognition tasks.
- Optimize and fine-tune models using frameworks like PyTorch and TensorFlow.
- Collaborate with cross-functional teams to understand requirements and deliver efficient AI-driven solutions.
- Analyze large-scale datasets to derive meaningful insights and improve model performance.
- Create and maintain robust, scalable code for production-level AI systems.
- Research and stay updated with the latest trends and advancements in computer vision and AI.
Required Skills and Qualifications:
- Educational Background: Bachelor's or Master’s degree in Computer Science, Data Science, Mathematics, or a related field.
- Experience: 1-4 years of hands-on experience in computer vision and machine learning.
- Programming Skills: Proficient in Python, with a strong understanding of object-oriented programming and scripting.
- Frameworks: Expertise in using PyTorch and TensorFlow for model development and training.
- Libraries: Proficient in popular Python libraries such as:
- OpenCV-python for computer vision tasks.
- Pillow for image processing.
- scikit-learn for machine learning and data preprocessing.
- Mathematics: Strong foundation in mathematical concepts related to machine learning and computer vision, including:
- Linear algebra
- Probability and statistics
- Calculus
- Computer Vision Algorithms: Practical experience in implementing and working with algorithms like:
- Object detection
- Image classification
- Object segmentation
- Activity recognition (optional but preferred)
- Keypoint detection (optional but preferred)
- Familiarity with image annotation tools and dataset preparation techniques.
- Experience in version control systems like Git.
Preferred Qualifications:
- Knowledge of deploying models on edge devices or cloud platforms.
- Familiarity with deep learning architectures like CNNs, RNNs, or GANs.
- Experience with optimization techniques for model inference speed and accuracy.
- Contributions to open-source projects in computer vision or machine learning.
If you are passionate about applying AI to solve challenging computer vision problems and have the skills required to excel in this role,
we encourage you to apply. Join us in building the next generation of intelligent systems!
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