Machine Learning (ML) Developer

Machine Learning (ML) Developer 

Principal responsibilities

1.  Developers to build prod-ready models that will help with content extraction and classification from images and text based sources.

2.  Should have worked on projects related to Intelligent document processing using open source models.

3.  Work with business and transformation teams to understand & formulate application specific design.

4.  Collaborative with product managers, technical teams.

5.  Create, test and iterate new and existing products and features.

6.  Design and Build Python/ML/OCR-based components.

7.  Completes applications development by coordinating requirements, schedules, and activities; contributing to team meetings; troubleshooting development and production problems across multiple environments and operating platforms.

8.  Should be able to troubleshoot development and production problems across multiple environments and operating platforms.

9.  Experience is preferred in Agile/DevOps areas.

Must have:

1.  Strong in python , Machine learning , Deep learning , Natural language processing , Gen AI , Image processing , Document AI , OCR technology ,

2.  Frame Works : TensorFlow , Pytorch , Hugging face , Spacy , OpenCV , Regex 

3.  API : Fast API , Tornado 

4.  Database : Postgres , Mongo 

5.  OS RHEL , Ubuntu 

6.  Jenkins Pipeline, Docker, Kubernetes, Ansible Automation platform, Git, GitHub, shell/python scripts and Linux Fundamentals.

Nice to Have:

1.  Understanding of cloud computing fundamentals,

2.  proficiency with Azure's core services like Azure Virtual Machines, through hands-on experience with the Azure portal and Azure CLI , Azure Kubernetes Service (AKS), Azure DevOps

3.  basic knowledge of networking and security best practices.