Senior Data Scientist - Computer Vision

Location

Secunderabad | India

Job description

Role: Senior Data Scientist - Computer Vision

Experience: 5-8 Years

Location: Hyderabad

JobOverview

Role: Senior Data Scientist - Computer Vision

Atmecs Technologies, is seeking talented AI professionals to join the AI ECG team. This team builds enterprise level scalable and sustainabledataand model pipelines
to serve the analytic needs of business impacting problem statements. In this role, you are a critical member of thedatascienceteam focused to develop and
operationalize the ML and AI models, entails model management and monitoring too. You will be recommending innovative ways to automate the MLOps pipelines on
Azure or other platform and set standards that would ensure repeated success. This capability is leveraged to fuel advanced Analytical solutions, Machine Learning
and Deep Learning. It is also responsible for implementing and enhancing community of practice to determine the best practices, standards, and MLOps
frameworks to efficiently delivery enterpriseAIsolutions. This role works in close collaboration withDataScientists,DataEngineers, Platform
Engineers and Tech Expertise to support the analytic consumption needs. Enhances the performance of the models and automates the production pipelines to gain
efficiency.

Role Responsibilities

• Design and development of robust, efficient and real-time algorithms for Analysis and Classification of Videos/Images using state-of-art techniques from Image Processing, Pattern Recognition,ComputerVisionand Machine Learning.


• Development of innovative solutions for various problems related to Segmentation, Detection, classification and quantification of high resolution(50K x 50K) coloured images for applications


• Design of efficient models in Machine Learning / Deep Learning for accurate analysis and classification of High resolution Images.


• To learn and update oneself on the emerging trends of technology and apply them in the projects for better results leading to publications and patents.


• Explore new areas of Expert Systems, Cognitive Computing, Artificial Intelligence, Computational Photography etc. Team Mentoring:


• Programming language Pattern Design implementation


• Review projects and suggestion for improvement


• Knowledge sharing session with team for specific ML Ops topics.


• Guide/Mentor team members for MLOps framework development. Research, Evolve and Publish best practices:


• Research and operationalize technology and processes necessary to scale ML Ops


• Ability to research and recommend MLOps best practices on new technologies, platforms, and services.


• MLOps pipeline improvement plan and suggestion Communication and Collaboration:


• Collaborate with technical teams likeDataScienceLead,DataScientist,DataEngineer and Platform owner.


• Knowledge sharing with the broader analytics team and stakeholders is essential.


• Communicate on the on-goings to embrace the remote and cross-geography culture.


• Align on the key priorities and focus areas.


• Ability to communicate the accomplishments, failures, and risks in timely manner.Embrace learning mindset:


• Continually invest in your own knowledge and skillset through formal training,reading, and attending conferences and meetup.Documentation:


• Document MLOps Process, Development, Architecture & Innovation etc and be instrumental in reviewing the same for other team members.

Must - have technical skills and experience

• Specialization / Domain knowledge:


• Image Processing, Pattern Recognition,ComputerVision


• Machine Learning, Deep Learning


• Experience with Image Processing is an added advantage


• Hands-on experience in developing and implementing Image Processing and


• Machine Learning algorithms


• Strong programming knowledge in Python,


• Hands-on experience in using Deep Learning frameworks and libraries


• Concepts of parallel architecture on GPU is an added advantage


• Minimum qualification- Bachelor's degree (Full Time)


• Total Experience required more than 5 Years


• Expertise and at least 3 Years of professional experience in computer vision


• Expertise inDataTransformation and Manipulation


• Professional experience Vertex AI and GCP Service


• Airflow/Cloud composer Experience


• Kubernetes/Kubeflow /MLflow Professional experience


• Docker -container Experience


• Strong communication skills both verbal and written including the ability to interact effectively with colleagues of varying technical and non-technical abilities.


• Passionate about agile software processes,data-driven development,reliability, and systematic experimental.

Good To Have Skill

• Azure/GCP certification


• Understanding of Shipping/Logistics industry

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