Machine Leaning Developer

Machine Leaning Developer 

Principal responsibilities 

•  Building production-ready models to drive content extraction and classification from images and text-based sources. 

•  Working closely with business teams to understand requirements and iteratively design and develop solutions. 

•  Collaborative with product managers, technical teams. 

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

•  Designing and building Python/ML/OCR-based components. 

•  Not only supporting the development of the product, but also the full lifecycle including the deployment, testing and production support of the application.

Required experience 

•  MUST HAVE Strong experience in Document AI/Intelligent document processing using traditional models and Generative AI - particularly in using open source models for achieving business outcomes.

•  Experience delivering to production in python, with a focus on machine learning, deep learning, natural language processing, generative AI, image processing and OCR all additional positives. 

•  Experience with some of the following frameworks - TensorFlow, Pytorch, Hugging face, Spacy, OpenCV, Regex or equivalents.

•  Experience delivering safe code to production, focusing on cybersecurity and resilience of the application and APIs.

 Nice to Have: 

•  Experience using PostgreSQL for data storage and management.

•  Proficiency with Azure's core services like Azure Virtual Machines and experience with one or all of Azure CLI, Azure Kubernetes Service (AKS) and Azure DevOps 

•  Experience delivering in teams releasing at a high cadence to production.