Machine Leaning Developer Principal responsibilities Building productionready models to drive content extraction and classification from images and textbased 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 PythonMLOCRbased 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 AIIntelligent 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 Azures 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
Skills
Mandatory Skills : GenAI - LLMOps
Good to Have Skills : Azure Cognitive Services, Machine Learning - AIOPS, Python, RPA - Microsoft Power Automate, ServiceNow Orchestrator
