Deputy Director of AI and Computer Vision

6 days ago

Hyderabad, Telangana, India PepsiCo Full time
Job Title: Deputy Director

At PepsiCo, we are seeking a highly skilled and experienced Deputy Director to lead our AI and Computer Vision team. As a key member of our organization, you will be responsible for advancing our AI, ML, and Computer Vision capabilities, driving innovation in AI-driven solutions, and ensuring technical excellence.

Responsibilities:
  • Design and architect advanced Computer Vision models for cloud-based applications, including image/video processing, object detection, and recognition.
  • Stay up-to-date with the latest advancements in Computer Vision, machine learning, and deep learning techniques, and identify opportunities for integrating them into our products and services.
  • Develop and deploy cloud-native solutions that are reliable, scalable, and secure.
  • Effectively communicate architectural ideas and present them to various stakeholders.
  • Lead the technical team to ensure compliance with architectural standards.
  • Develop and implement Proof of Concept to validate architecture decisions.
  • Ability to work under tight deadlines and respond to dynamic technical challenges.
  • Align business and technical leaders across the solution with strong architecture inputs.
  • Active participation in architecture/design reviews, code reviews.
  • Provide technical leadership and mentorship to staff.
  • Develop and maintain documentation for the design and solution involving cloud-native AI technologies.
Qualifications:
  • 5+ years' experience in architecting distributed cloud-native applications.
  • 10+ years of software development experience.
  • Experience with Computer Vision, Image Recognition, and related Machine Learning technologies.
  • Mandatory Tech Skills:
    • Deep understanding and experience in Computer Vision technologies utilizing state-of-the-art techniques such as CNNs, R-CNN, YOLO, and OpenCV.
    • Experience in developing and deploying image and video analysis algorithms.
    • Experience in AI pipelines, AIOps, GPU architectures and optimizations including data preprocessing, feature extraction, model training, and evaluation.
    • Proficiency in Python and experience with libraries and frameworks such as TensorFlow, PyTorch, and Keras.
    • Expertise in Software as a Service and associated technologies.
    • Familiarity with Kubernetes and Docker.
    • Familiarity with Cloud infrastructure and Platforms - Azure /GCP/AWS.
    • Experience in architecting solutions for public, private, hybrid, and multi-tenant environments.
    • Excellent knowledge in architecting, designing, developing, and integrating of real-time communication applications.
    • Excellent written and oral communication.
    • Support the establishment of DevOps/SRE culture and methodologies within the organization.
    • Collaboration with Other Solution Architects and remote teams.

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