Highlights
Opportunity to work on cutting-edge AI projects, contribute to production-grade systems, and join an internationally growing organization.
Description
Job Summary
pWe are seeking a skilled AI Associate in Computer Vision to join our dynamic team. This role involves developing and training computer vision models for real-world applications, integrating them with live video streams, and ensuring high performance.
Responsibilities
- Develop and train computer vision models for tasks such as object detection, tracking, OCR, and image classification.
- Work with tools like YOLO, OpenCV, and Detectron2 to solve visual automation problems.
- Integrate vision models with real-time video streams or batch-based pipelines.
- Annotate and prepare image/video datasets using modern data labeling tools.
- Collaborate closely with engineers to deploy models at scale using APIs or edge systems.
- Monitor model performance based on live deployment feedback and document training approaches, pipeline steps, and model behavior.
Required Skills
- Python programming
- Deep learning frameworks (PyTorch/TensorFlow)
- Image/video preprocessing techniques
- Data labeling tools
- Closed-loop system integration
Required Skills Explained
- Python programming: Proficiency in Python, particularly for building computer vision models.
- Deep Learning Frameworks: Experience with at least one deep learning framework such as PyTorch or TensorFlow.
- Computer Vision Tools and Libraries: Knowledge of tools like YOLO, OpenCV, and Detectron2 for solving visual automation problems.
- Data Preprocessing and Annotation: Skills in preparing and annotating image/video datasets using modern data labeling tools.
- Integration Capabilities: Ability to integrate vision models with real-time video streams or batch-based pipelines.
- Model Optimization and Deployment: Experience in optimizing model performance and deploying them at scale using APIs or edge systems.
Who is this for
pThis role suits individuals with a strong background in computer vision, Python programming, and experience in deep learning frameworks. Ideal candidates should have a passion for solving real-world problems through technology.
Why This Job is a Good Opportunity
ulliJoin an International Organization: The role offers the chance to work for NewCold, one of the fastest-growing companies in cold chain logistics with a global presence.liImpactful Work: Your contributions will have a direct and measurable impact on improving operations and automation within the company's systems.liGrowth Potential: Being part of a growing team allows you to contribute to new projects and expand your skill set in computer vision and AI applications.liMentorship and Support: A supportive environment with experienced colleagues who can guide you through challenging tasks and foster continuous learning.
Interview Preparation Tips
- Review Core Concepts: Brush up on fundamental concepts of computer vision, deep learning, and Python programming.
- Showcase Projects: Prepare to discuss specific projects or personal coding experiences that demonstrate your skills in building and deploying computer vision models.
- Be Prepared for Technical Questions: Anticipate questions about specific tools like YOLO, OpenCV, and Detectron2, as well as model evaluation techniques.
- Demonstrate Problem-Solving Skills: Be ready to explain how you have applied your skills to solve real-world problems in logistics or related fields.
Career Growth in This Role
pAs an AI Associate – Computer Vision, this role offers significant growth opportunities. You can advance your career by taking on more complex projects, leading teams, and potentially transitioning into a senior developer or even management roles within the organization. The company's focus on innovation and technological advancement ensures that you will have access to cutting-edge tools and technologies to continue developing your skills.pFurthermore, with NewCold's international expansion, there may be opportunities for remote work or relocation to other offices around the world, providing a chance for professional and personal growth in diverse environments. The company’s commitment to sustainability and responsible food handling also means that your work will have a positive impact on society and the environment.
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Skills
Frequently Asked Questions
What are the key responsibilities of an AI Associate?Developing computer vision models, working with tools like YOLO and OpenCV, integrating models with video streams, and deploying them at scale.
Who is this role ideal for?Candidates with a background in computer science, electrical engineering, or related fields and experience in computer vision and deep learning frameworks.
What are the preferred locations for candidates?Candidates residing in nearby locations such as Thanisandra, Hebbal, Yelahanka, Nagawara, Sahakar Nagar, Manyata Tech Park, Hegde Nagar, or Jakkur will be given preference.
