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Principal, Machine Learning Engineer

Company: CoreLogic
Location: Irving
Posted on: January 16, 2022

Job Description:

Join our team of over 5,000 employees globally, who provide the insights through data and next generation technology that help millions of people find, buy and protect the homes they love. -From the beginning, CoreLogic has been driven by a single purpose - to innovate and create solutions that solve our clients' toughest challenges in the housing market. CoreLogic is the trusted source for property intelligence, with deep knowledge of powerful economic, social, and environmental forces that promote healthy housing markets and thriving communities.

We apply that same dedication to creating a diverse and inclusive work culture that inspires innovation and bold thinking. A place where individuals can work on small teams, feel valued, and directly impact the real estate industry. We believe our team members are the best in the business, and we will continue to recruit, retain, develop and reward our most important asset - our people!

Job Description
We have exciting roles for Data Science professionals to help build and solve some of the most unique, interesting, and challenging questions related to Natural language processing (NLP) utilizing a variety of Machine learning and deep learning techniques within Artificial Intelligence. The role will present opportunities to work on large datasets and the ability to use innovative techniques in Artificial Intelligence ranging from various NLP methods, computer vision, and deep learning to enable solutions that will be directly impactful to our customers.
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
Lead solutioning of 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 (numpy, scipy, matplotlib, pandas, scikit-learn, scikit-image, OpenCV)
Experience with PyTorch/TensorFlow/Keras in building deep learning models, especially in the OCR, Computer Vision and NLP space
Experience with MLOps - deploying and scaling models in production
Experience with relational databases such as SQL Server/Oracle/PostGresSQL, and working knowledge of SQL

Technical skills - nice to have
Experience with GCP / AWS PaaS capabilities for AI/ML development and deployment (AWS SageMaker/GCP DataFlow/AirFlow)
Experience with APIs (develop and consume) - frameworks such as Django, Express
Experience with training custom Tesseract models for OCR
Experience of working in a highly automated software engineering ecosystem enabled with cloud native technologies, CI-CD

Functional skills
Work in an agile environment, and on complex, ambiguous problems
Strong verbal and written communication
Python scientific stack (numpy, scipy, matplotlib, pandas, scikit-learn)

CoreLogic's Diversity Commitment: ---
CoreLogic is fully committed to employing a diverse -workforce and creating an inclusive work -environment that embraces everyone's unique -contributions, experiences and values. We offer an -empowered work environment that encourages -creativity, initiative and professional growth and -provides a competitive salary and benefits package. ---- We are better together when we support and recognize our differences.
---
EOE AA M/F/Veteran/Disability: ---
CoreLogic is an Equal Opportunity/Affirmative Action -employer committed to attracting and retaining the -best-qualified people available, without regard to -race, color, religion, national origin, gender, sexual -orientation, gender identity, age, disability or status -as a veteran of the Armed Forces, or any other basis -protected by federal, state or local law. CoreLogic -maintains a Drug-Free Workplace. ----

Privacy Policy - http://www.corelogic.com/privacy.aspx

Keywords: CoreLogic, Irving , Principal, Machine Learning Engineer, Engineering , Irving, Texas

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