What are the responsibilities and job description for the Data Scientist - Computer Vision position at Infosys?
Job Description
Infosys is seeking a highly motivated and Computer Vision Developer to join our growing team. You will contribute to the development and deployment of innovative AI solutions using the latest advancements in Image Processing and Computer Vision. Candidate should have knowledge of basic image processing & computer vision. The role involves contributing to developing, training, and deploying computer vision models for real-world applications.
Required Qualifications
Bachelor’s degree or foreign equivalent required from an accredited institution. Will also consider three years of progressive experience in the specialty in lieu of every year of education.
All applicants authorized to work in the United States are encouraged to apply.
Candidate must live within commuting distance of Dallas, TX or Richardson, Tx or Bentonville, AR or be willing to relocate. Travel within the US may be required.
At least 4 years of experience in Information Technology
- At least 4 years of experience in developing programs using Classical image processing techniques including image enhancement, edges, morphological operation, features detection using OpenCV.
- Experience in Preprocess and analyze image data, including resizing, augmentation, and enhancement techniques.
- Experience in fine tuning of computer vision models for tasks such as object detection, semantic segmentation, and image classification
- Experience in designing experiments to validate and improve model performance using metrics such as mAP, F1-score, and IoU
Experience in building, deploying, and maintaining AI/ML models in production environments, with a proven track record of leading successful AI projects
Proficiency in Python and deep learning frameworks (TensorFlow, PyTorch).
Hands-on experience with image data preprocessing and augmentation.
Strong understanding of CNNs, RNNs, transformers, and GANs.
Preferred Qualifications
- Knowledge of deep learning framework like TensorFlow, PyTorch, and Keras to build and fine-tune models.
- Familiarity with version control systems like Git.
Experience with cloud computing platforms in building pipelines and deployment (e.g., AWS, Google Cloud, Azure)
Experience with MLOps tools and Hugging Face ecosystem.
Stay up-to-date with the latest research and advancements in AI, Image processing and Computer Vision
The job may entail extensive travel. The job may also entail sitting as well as working at a computer for extended periods of time. Candidates should be able to effectively communicate by telephone, email, and face to face.
About Us
Infosys is a global leader in next-generation digital services and consulting. We enable clients in more than 50 countries to navigate their digital transformation. With over four decades of experience in managing the systems and workings of global enterprises, we expertly steer our clients through their digital journey. We do it by enabling the enterprise with an AI-powered core that helps prioritize the execution of change. We also empower the business with agile digital at scale to deliver unprecedented levels of performance and customer delight. Our always-on learning agenda drives their continuous improvement through building and transferring digital skills, expertise, and ideas from our innovation ecosystem.
Infosys provides equal employment opportunities to applicants and employees without regard to race; color; sex; gender identity; sexual orientation; religious practices and observances; national origin; pregnancy, childbirth, or related medical conditions; status as a protected veteran or spouse/family member of a protected veteran; or disability.
