Machine Learning & Distributed Ledger, Development,Senior

Freddie Mac McLean, VA
Position Overview

The Single Family Data Delivery Services team within the IT division has an exciting opportunity for a Development, Senior with Machine Learning & Distributed Ledger technology experience.

Responsibilities Include:

Responsible for delivery in the areas of: data science/machine learning & Distributed Ledger including technology implementations and algorithm development

Write software (in Python/R/Java) to extract, clean and manipulate large datasets both structured and unstructured

Construct data staging layers and fast real-time systems to feed machine learning algorithms

Review and independently test the effectiveness and accuracy of Image Analytics, NLP and machine learning models

Qualifications

* College Degree or equivalent experience; advanced studies/degree preferred.

* Typically has a minimum of 5-7 years overall related experience

* A minimum of 3 years experience with machine learning and natural language processing

* A minimum of 3 years experience with Distributed Ledger technologies

* Comprehensive knowledge of modern statistical learning methods

* Responsible for delivery in the areas of: data science/machine learning & Distributed Ledger including technology implementations and algorithm development

* Write software (in Python/R/Java) to extract, clean and manipulate large datasets both structured and unstructured

* Construct data staging layers and fast real-time systems to feed machine learning algorithms

* Review and independently test the effectiveness and accuracy of Image Analytics, NLP and machine learning models

* Utilize expertise in models that leverage the newest data sources, technologies, and tools, such as machine learning, Python, Hadoop, AWS, as well as other cutting-edge tools and applications for Machine Learning.

* Investigate the impact of new technologies, applications, and data sources on the future of secondary mortgage business

* Demonstrated ability to quickly learn new tools and paradigms to deploy cutting edge solutions.

* Develop both deployment architecture and scripts for automated system deployment in AWS

* Create large scale deployments using newly researched methodologies

* Work in Agile environment

* Experience mentoring junior developers/engineers.

Preferred Skills

* Experience in the mortgage and/or financial services industry

Closing Statement

Today, Freddie Mac makes home possible for one in four home borrowers and is one of the largest sources of financing for multifamily housing. Join our smart, creative and dedicated team and you'll do important work for the housing finance system and make a difference in the lives of others. Freddie Mac is an equal opportunity and top diversity employer. EOE, M/F/D/V.