Job Title: Sr Professional - Machine Learning Engineer
Location: Irving, TX
(Candidate must be willing to work in Hybrid model Local Candidates ONLY.)
No H1Bs/C2C
Job duties
- Work in a cross-functional team of business SMEs, Data Scientists and ML Engineers and Automaton Engineers to deliver best in class solutions that meet and exceed operational SLA for data assets that enable the US real estate economy
- Solve complex OCR and NLP problems in the space of data extraction from large volumes of unstructured texts, images, video
- Tune machine learning models for scalability, performance and production readiness
- Deploy machine learning models to production
Technical skills must have
- Strong hands-on development in Python, focused on data science (ScikitLearn, ScikitImage, OpenCV, PyTesseract)
- Experience with PyTorch/TensorFlow/Keras in building deep learning models
- Experience with relational databases such as SQL Server/Oracle/PostGresSQL, and working knowledge of SQL Anyone database experience is fine. Client is using PostGresSQL
- Experience with MLOps deploying and scaling models in production
Functional skills
- Work in an agile environment, and on complex, ambiguous problems
- Strong verbal and written communication
Technical skills nice to have
- Experience with OCR, Computer Vision and NLP space
- Experience with APIs (develop and consume) frameworks such as Django, Express
- Experience of working in a highly automated software engineering ecosystem enabled with cloud native technologies, CI-CD