Senior Machine Learning (ML) 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.
Sprawdź inne ciekawe oferty pracy na: https://antal.pl/dla-kandydata