BENGALURU · FULLTIME
Computer Vision Engineer
Infosys
Bengaluru · onsite · Posted 7d ago
Sourced from
Undisclosed3–7 yrsfulltimeBengaluru
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Section · 01
About this role
- 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 (e.g., 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
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Section · 02
Skills
ROISQLAnsibleGITDockerTerraformKubernetesAgilePytorchTensorflowDeep LearningSDLCNoSQLComputer Visioncnnsegmentationsoftware configuration managementNeo4JNvidiagraph databasesObject DetectionImage RecognitionVideo AnalyticsOnnxfeature extractioncamera calibrationcnnspreprocessingMulti-Object TrackingVision TransformerVision TransformersNGC ModelsTAO ToolkitTriton Serverpost processingaction recognitionDeepStream MetropolisNVIDIA NGCNVIDIA TAO ToolkitNVIDIA Triton Serverlatent space analysistemporal analysisNVIDIA DeepStream Metropolis
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.
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IT Services & ConsultingConsulting
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