TQUSI0386_5140 - Machine Learning Developer – Document AI & Generative AI

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
• Collaborating with product managers and technical teams
• Creating, testing, and iterating new and existing products and features
• Designing and building Python / ML / OCR-based components
• Supporting the full lifecycle of the product including 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 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 with a focus 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