Bengaluru,

Innovate to solve the world's most important challenges

Senior Data scientist(Video Analytics/Computer Vision Domain) roles ( 5 to 8 Years experience)

Key responsibilities -

·         Implementation of scalable deep learning solutions for image and video processing

·         Build and deploy computer vision solutions on edge/cloud

·         Understand business requirements and propose suitable solutions based on both inhouse development and 3rd party solutions

·         Evaluation of performance of various open source models/frameworks, third party and tune existing models for various business needs

·         Explore, devise and implement DL algorithm stack  

·         Experiment, prototype and finalize specific solution with the best performance metrics

·         Collaborate with product teams across the organization for deployment and integration of AI solutions in existing products

·         Deliver production quality, modular, reproducible code in Python and C/C++ in Linux and Windows environment

 

Requirements –

·         Solid understanding of statistics, probability, ML and DL

·         Experience in usage of DL frameworks such as PyTorch, TensorFlow, Caffe, Keras, etc. and CV packages such as  OpenCV,

·         Experience in end to end development of  computer vision based model development included devising data set strategy, selecting model architecture, implementation, benchmarking and optimization. 

·         Experience in  object detection (YOLO/SSD etc), object recognition  image search retrieval, transformation, segmentation, classification, video compression,

·         A minimum of  5 years of experience in developing and deploying end-to-end AI solutions in production environment

·         Exposure to various architectures of deep learning networks – CNN, RNN, LSTM, NLP, Transformers

·         Strong analytical skills and Passion to innovate under challenging conditions

·         Bachelors/Master’s degree from reputed institutes

 

Good to have –

Understanding of Deep learning SoC architectures and Hardware

Exposure to containerization, Microservices for deploying AI/ML workloads at scale

Experience in porting CV models on frameworks on hardware platforms such as Intel/NVIDIA/ ARM using  OpenVINO, TensorRT and other frameworks

 

Exp - 6-8years

#HBT2021

Additional Information

  • JOB ID: HRD123837
  • Category: Engineering
  • Location: Devarabisanahalli Village, KR Varturhobli,,East Taluk - Phase I,Bangalore,KARNATAKA,560103,India
  • Exempt
Engineering (GLOBAL)

Bengaluru,

Honeywell Technology Solutions Inc. (HTSI) offers world-class competencies in management, space systems and services, engineering, logistics, information technology and testing and calibration. We provide value, expertise, competitive pricing and the highest quality standards available. Our customers can expect proven leadership processes, technical excellence and cost management. We offer more than just connections…we offer solutions.

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