Federato Technologies

Title Resources Group – the underwriter built for the real estate industry – is one of the nation’s largest title insurance underwriters, according to the American Land Title Association’s 2022 market share data. A joint venture with Centerbridge Partners, L.P., Anywhere Real Estate Inc., HomeServices of America (a Berkshire Hathaway affiliate), and Opendoor Technologies Inc., TRG serves title insurance agents in 37 states and the District of Columbia. Its financial strength and stability are rated A’ (Unsurpassed) by Demotech, Inc., and B++ (Good) by AM Best Rating Services, and since its inception, the company has consistently operated profitably without a net operating loss in any fiscal year. With a mission to provide knowledgeable and responsive underwriting solutions, TRG is dedicated to growing lifelong relationships and maintaining quality through integrity and financial stability. For more information, please visit www.titleresources.com.

• Everyone is welcome at TRG. We know diverse teams build better a stronger Organization and we are committed to creating an inclusive culture built on a foundation of respect for all individuals. We strongly encourage candidates from non-traditional backgrounds, historically marginalized or underrepresented groups to apply.

Summary:
We are looking for a skilled Data Scientist who will be responsible for developing and designing our platform. You will be initially working alongside a team of consultants including other data scientists and developers in creating, training, maintaining, and updating ML models for our platform.

Duties and Responsibilities:

• Create & train well designed ML and heuristic models

• Research approaches, techniques, algorithms for data processing

• Closely work with multi-functional team to understand business requirements, design, develop and integrate solutions into services and platform

• Communicate with frontend and backend teams

Qualifications:

• Advanced Python Knowledge with minimum 4 year of experience using it to design solutions meeting business needs

• 4+ years of production Data Science experience in Machine learning

• Hands-on experience with Python ML ecosystems:
  • Pytorch
  • numpy
  • pandas
  • scikit-learn
  • matplotlib & others

• Understanding of classic ML technics and problems:

  • regression,

  • random Forest,

  • K-means,

  • regularization,

  • precision-recall tradeoff

• Experience with Git

• Excellent verbal and written communication skills with a clear ability to communicate complex topics with simple language

Preferred Qualifications:

• Docker, Linux

• Production Python experience

• Neural networks experience in CV

• Experience with NLP: word-embeddings, sequential neural networks, BERT

• Image processing experience: filters theory, OpenCV hands-on experience

• Experience with OCR

• Pytorch, Tensorflow experience