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Architect (Artifical Intelligence) - Noida/ Bangalore

10.00 to 15.00 Years   Noida   27 May, 2021
GenNext India Private Limited
Job LocationNoida
EducationNot Mentioned
SalaryNot Disclosed
IndustryIT - Software
Functional AreaGeneral / Other Software
EmploymentTypeFull-time

Job Description

Roles and ResponsibilitiesKey Responsibilties:

  1. Design and own the technical architecture of the application to be developed, plan milestones & technically lead/manage the team to deliver the project/product ensuring in time, in full, in budget (OTIFIB)
  2. Develop, port, and optimize computer vision, machine learning including deep learning algorithms and data structures on desktop, cloud and embedded platforms.
  3. Drive innovation in the project/product catering to successful initiatives and engineering best practices to be followed by core product development teams in the company.
  4. Write production ready, maintainable, reusable code, leveraging test-driven principles to develop high- quality computer vision and machine learning modules.
  5. Provide pre-sales tech support by determining technical feasibility by evaluating the problem definition, requirements, and propose solutions.
  6. Evaluate and advise on new technologies, vendors, products and competitors.
  7. Liaison with the Business Development team in the development of budgets for the projects/products
  8. Contribute to improvements on project management processes and systems with Business Head / Head of Operations / CXO
Essential Skills:
  1. Strong computer science fundamentals including Data Structures, Algorithms, hands on coding in C++ and Python, OOPs concepts
  2. Experience in development and implementation of production ready computer vision applications with large-scale data processing / analytics
  3. Excellent knowledge and development experience on Computer Vision concepts - namely object detection, tracking, classification, recognition, scene understanding, image classification and semantic segmentation using state of the art Artificial Intelligence / Machine Learning and Deep Learning algorithms
  4. Experience working on TensorFlow, PyTorch, ONNX, MXNet, Caffe, OpenCV, Keras, CNN, R-CNN, DNN, CuDNN, RNN, Mask R-CNN, YOLO, ResNext, GoogleNet, AlexNet, ResNet. SegNet, VGG Net, etc., Neural networks, frameworks, and platform
  5. Strong programming skills with Python, Algorithms, Data Structure, C/C++ and OpenCV
  6. Strong foundation in photogrammetry, multi-view geometry, visual SLAM, detection and recognition, 3D reconstruction
  7. Should have used GPU computing (CUDA, OpenCL) and HPC
  8. Knowledge and experience in using pykafka, kafka broker, various messaging, and steaming services
  9. Should have extensive experience in cloud like AWS/Azure and Google
  10. Experience in using the dockerized container with micro services for deploying the applications
  11. Experience in using the NoSQL databases
  12. Experience in Makefile, Visual Studio, Qt
  13. Hands on experience on optimizing developed models (code) and deploying them on the hardware of choice including edge devices
  14. Experience in Implementing research papers at the expected level of quality
  15. Great technical writing skills/experience in proposal writing
  16. Initiative and the ability to work independently and in a team
  17. Must have managed teams but at the same time be a hands-on tech person
Desirable Skills:
  1. Experience in MATLAB
  2. Demonstrate ability to develop and introduce innovations across application/project/product development life cycle
  3. Effective communication skills, both verbally and in written form at all levels of authority
  4. Experience of working in international development/operational management would be advantageous
,

Keyskills :
visual studiodeep learningdata processingdata structurescomputer visionneural networkscomputer sciencemachine learningobject detectiontechnical writingproject managementproduct developmentposition managementbusiness developmentcommunication

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