BENGALURU · FULLTIME
Computer Vision Engineer
Infosys
Bengaluru · onsite · Posted 44d ago
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Undisclosed2–5 yrsfulltimeBengaluru
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Section · 01
About this role
Educational Requirements
Bachelor of Engineering, Bachelor Of Technology, Bachelor Of Science, Bachelor Of Comp. Applications, Master Of Engineering, Master Of Technology, Master Of Comp. Applications, Master Of Science
Service Line Engineering Services
Responsibilities - Design, train, and optimize deep learning models for computer vision tasks such as object detection, image recognition, segmentation, and video analytics.
- Lead large-scale real-time implementations involving 100+ video streams.
- Fine-tune models like CNNs and Vision Transformers using frameworks such as TensorFlow, PyTorch, and ONNX.
- Build and deploy inference pipelines using NVIDIA technologies including NGC models, TAO Toolkit, DeepStream Metropolis, and Triton Server.
- Apply pre- and post-processing techniques to enhance model performance and evaluation.
- Develop and implement multi-object tracking algorithms across multiple camera feeds.
- Perform camera calibration and extract regions of interest (ROI), action recognition using temporal analysis techniques.
- Develop models for feature extraction and come up with strategies for latent space analysis and manipulation of the data.
- Proficiency in writing complex SQL queries, familiarity with NoSQL or Graph Databases Neo4j is an advantage.
- Knowledge of infrastructure as code tools Terraform, Ansible is an advantage.
- Proficiency with containerization technologies Docker and orchestration tools Kubernetes is an advantage.
- Good knowledge on software configuration management systems.
- Strong business acumen, strategy and cross-industry thought leadership.
- Awareness of latest technologies and Industry trends.
- Logical thinking and problem solving skills along with an ability to collaborate.
- Two or three industry domain knowledge.
- Understanding of the financial processes for various types of projects and the various pricing models available.
- Client Interfacing skills.
- Knowledge of SDLC and agile methodologies.
- Project and Team management.
- Python
- Computer Vision
- Image and Video Processing
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Section · 02
Skills
kerasimage processingneural networksComputer VisionNatural Language ProcessingOpencvrPattern recognitionC plus plusPytorchTensorflowScikit-LearnPythonDeep LearningData ScienceArtificial IntelligenceMachine Learning
Section · Company
About Infosys
Infosys
IT Services & Consulting
323.6k+
employees
1981
45 years old
Bengaluru/Bangalore, Karnataka
India
About
Infosys is a global leader in next-generation digital services and consulting.
Industries
IT Services & ConsultingConsulting
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