16 Oct
|
Ananta Services
|
Bengaluru
16 Oct
Ananta Services
Bengaluru
Key Responsibilities
- Lead the design, development, training, testing, and deployment of computer vision models.
- Take computer vision solutions from proof of concept (PoC) through production implementation.
- Prepare and process datasets for model training, validation, and testing.
- Develop and optimize object detection models using YOLO or equivalent frameworks.
- Use Python and deep-learning frameworks such as PyTorch or TensorFlow to build robust AI/ML solutions.
- Optimize models for performance, accuracy, scalability, and deployment requirements.
- Deploy AI/ML workloads on Microsoft Azure, cloud infrastructure, and edge computing platforms.
- Establish and maintain MLOps practices for model deployment, monitoring, versioning, and lifecycle management.
- Monitor production models, troubleshoot issues, and implement continuous improvements.
- Work with stakeholders to define business problems and translate them into practical computer vision solutions.
- Provide technical leadership, guide engineering teams, and support technical decision-making.
- Collaborate with cross-functional teams to deliver reliable and scalable AI/ML solutions.
Mandatory Skills and Qualifications
- 12+ years of overall experience in software engineering, AI/ML, or computer vision.
- Strong hands-on experience developing and deploying computer vision models.
- Proven experience taking computer vision solutions from PoC to production.
- Strong programming skills in Python.
- Solid understanding of deep learning and modern neural network architectures.
- Hands-on experience with YOLO or equivalent object detection frameworks.
- Experience with PyTorch or TensorFlow.
- Experience deploying AI/ML workloads on cloud and/or edge platforms.
- Strong understanding of MLOps and the production machine learning lifecycle.
- Experience leading technical teams or working as a technical lead.
Technical Skills
Programming and Computer Vision
- Python
- OpenCV
- Computer vision model development
- Object detection and image/video analysis
Deep Learning
- PyTorch or TensorFlow
- YOLO or equivalent object detection frameworks
- Modern deep-learning architectures
- Model training and optimization
Cloud and Edge Deployment
- Microsoft Azure
- Cloud-based AI/ML deployment
- Edge computing platforms
- Model performance optimization
MLOps and Production Engineering
- Production ML lifecycle management
- Model deployment and monitoring
- Model optimization and continuous improvement
- Production troubleshooting and reliability
Valuable-to-Have Skills
- Hands-on experience with Microsoft Azure AI/ML services.
- Experience with industrial computer vision solutions.
- Background in video analytics.
- Experience in Oil & Gas, Energy, Manufacturing, or Industrial IoT.
- Experience optimizing computer vision models for edge deployment.
- Experience designing scalable AI/ML solutions for real-world industrial applications.
Required Professional Skills
- Strong analytical and problem-solving abilities.
- Technical leadership and decision-making skills.
- Ability to take ownership of end-to-end engineering solutions.
- Effective communication and collaboration skills.
- Ability to work with cross-functional teams and stakeholders.
- Focus on model quality, performance, reliability, and continuous improvement.
Pay: ₹1,500,000.00 - ₹2,400,000.00 per year
Application Question(s)
- By applying, you agree that your resume and personal details may be stored securely for up to 2 years for recruitment purposes.
Work Location: Hybrid remote in Bangalore City, Bengaluru, Karnataka
📌 Lead Computer Vision Engineer (Bengaluru)
🏢 Ananta Services
📍 Bengaluru