AI Computer Vision Developer

AI Computer Vision Developer

IBM
5-8 years
1 - 1000000 INR

Job Description



Introduction
Software Developers at IBM are the backbone of our strategic initiatives to design, code, test, and provideindustry-leading solutions that make the world run today - planes and trains take off on time, bank transactions complete in the blink of an eye and the world remains safe because of the work our software developers do. Whether you are working on projects internally or for a client, software development is critical to the success of IBMand our clients worldwide. At IBM, you will use the latest software development tools, techniques and approaches and work with leading minds in the industry to build solutions you can be proud of.

Your Role and Responsibilities
Who you are
As a Data Scientist / Machine Learning engineer, you are part of the IBM Ecosystem Lab where you are responsible to design and develop custom computer vision solutions. You are a hands-on technical resource to build and implement state of the art AI solutions on an IBM, Red Hat technology or Open Source stack. The computer vision solutions will have a wide range from picture, video or 3D computer vision tasks which will integrate in real world business processes based on SAP. Your main tasks are ML model development, Data refinement (data gathering will be done by on-site teams), ML training, ML Engineering, ML model lifecycle management and ML pipeline development. In addition, it is possible that the aimed solutions will not have a proven way of implementing them. That's why to solve some challenges research, ML approach combinations and try and error approaches are required. Optionally desired skills are hands-on experience in the field of 3D engines and 3D modelling. The combination of 3D engines with AI and computer vision will be the aim in different solution approaches.
You will be working closely with experts of the Ecosystem Lab in India as well as the IBM SAP CTO and the IBM Innovation Center for SAP Solutions in Walldorf and owning the computer vision part in this constellation. You work with concrete real world requirements and develop, integrate, set up and test the choosen stack in a PoC-type of engagement for focus accounts, including building a prototype / MVP. The new solutions will be featured in the demo environment of the IBM Innovation Center for SAP Solutions in Walldorf or support pilots for client projects.

Your Role and Responsibilities :
  • Own and be responsible for the computer vision part in complex end-to-end solutions for industry processes based on SAP process templates and real-world challenges
  • Translate, explain and enable your team members in AI computer vision in the overall solution
  • Research and evaluate state of the art AI computer vision approaches
  • Design & develop and implement state of the art AI computer vision cloud-based or on the edge solutions with IBM, Red Hat and Open-Source technology
  • Hands-on ML model development, Data refinement (data gathering will be done by on-site teams), ML training, ML Engineering, ML model lifecycle management and ML pipeline development
  • Provide technical support to IBM Sales and Consulting teams
  • Communicate feedback and requirements to IBM development teams, based on lessons learnt from your work
  • Your role will include documenting the solution design, architecture, and functional and performance capabilities
  • Visualize your outcomes and be able to explain the ML model inputs and outputs


Required Technical and Professional Expertise
  • 5+ years experience in Python and C++.
  • Knowledge in machine learning and deep learning techniques
  • 3+ years Professional hands-on experience in machine learning framework such as Tensorflow, Pytorch etc.
  • 3+ years Experience in image processing/computer vision
  • Hands-on experience in object classification, detection and segmentation and handling of computer vision relevant open source libraries
  • AI application integration with interfaces / APIs
  • Experience in MLOps
  • Visualizing data to stakeholders
  • Analyze and debug AI and computer vision algorithms.


Preferred Technical and Professional Expertise
  • Master's degree or PhD in business, computer science, computer engineering, or related fields at time of application
  • Knowledge in machine learning and deep learning techniques
  • 5+ years Professional hands-on experience in machine learning framework such as Tensorflow, Pytorch etc.
  • 5+ years Experience in image processing/computer vision
  • Hands-on experience in object classification, detection and segmentation and handling of computer vision relevant open source libraries
  • AI application integration with interfaces / APIs
  • Experience in MLOps
  • Visualizing data to stakeholders
  • Analyze and debug AI and computer vision algorithms
  • Experience in 3D engines and 3D modelling

About IBM

About Business Unit About IBM IBM's greatest invention is the IBMer. We believe that through the application of intelligence, reason and science, we can improve business, society and the human condition, bringing the power of an open hybrid cloud and AI strategy to life for our clients and partners around the world.Restlessly reinventing since 1911, we are not only one of the largest corporate organizations in the world, we're also one of the biggest technology and consulting employers, with many of the Fortune 50 companies relying on the IBM Cloud to run their business. At IBM, we pride ourselves on being an early adopter of artificial intelligence, quantum computing and blockchain. Now it's time for you to join us on our journey to being a responsible technology innovator and a force for good in the world. Being You @ IBM IBM is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, pregnancy, disability, age, veteran status, or other characteristics. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.

Job Source : careers.ibm.com

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