Machine Learning Developer

Job Description:

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  

• 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