Machine Learning Engineering 3

Data Science
Nashville, TN

For two decades, Asurion has led the technology protection industry around the globe.  The Company provides premier support solutions to enable optimum use of technology, digital applications to protect their privacy and provide security, and rapid replacement or repairs of lost, stolen, damaged or malfunctioning devices.  Asurion partners with the leading wireless companies, retailers and service providers enabling them to focus on their businesses and to provide services that delight their customers.

This role will be part of a close-knit, diverse, and motivated team that is working on the cutting edge of AI, machine learning, and new technologies.  Partnering with Data Scientists and other Technology teams, you will develop and deploy full lifecycle AI/ML solutions at scale.  You will own end to end ML engineering processes from data collection, cleaning, pre-processing, monitoring, model training, and production deployment.  Working as part of the Data Science organization to develop rapid prototypes and experiments to drive innovative solutions at Asurion.

Primary Responsibilities:

Highly motivated developer with a passion for development, optimization, artificial Intelligence, and machine learningUnderstand business use cases and work with our Data Scientists and Technology teams to develop, deploy, and maintain AI and ML modelsContinuously improve ML task automation pipeline to enable rapid data product deliveryStudy and transform data science prototypes and apply appropriate machine learning algorithms and toolsServe as ML framework ambassador by teaching junior team members framework fundamentals and drive adoption of those frameworksImplement and maintain CI/CD deployment standards and policiesDocument, refactor code bases, train, retrain, and monitor machine learning systems as neededCommunicate to business owners and leadership in a clear, concise, and compelling mannerOperate with a high degree of autonomy in a direct support of our primary customersSelf-starter who can work independently and is driven to deliver high quality solutions

Requirements:

Bachelor’s degree in Computer Science, Software Engineering, Computer Engineering, Data Science, or related field.5 years of experience in a similar role with a hands-on track record of implementing AI/MLFamiliarity with data structures, data modeling, and software architectureIn-depth knowledge of machine learning frameworks (Keras, PyTorch, etc.)Familiarity with a modern programming languages like Python, Go, Rust, or similar.Linux, Cloud experience to provision instances for development and deploymentFamiliarity with cloud technologies such as AWS or AzureAbility to abstract and containerize ML prototypes into reusable building blocksFamiliarity managing & orchestrating container deployment (ECS, docker-swarm and/or Kubernetes)Ability to write and execute moderate to complex SQL queries and manipulate disparate data sources

NOTE: THIS JOB DESCRIPTION IS NOT DESIGNED TO COVER OR CONTAIN A COMPREHENSIVE LISTING OF ACTIVITIES, DUTIES OR RESPONSIBILITIES THAT ARE REQUIRED OF THE EMPLOYEE. DUTIES, RESPONSIBILITIES, WORKING CONDITIONS, PHYSICAL DEMANDS, AND ACTIVITIES MY CHANGE OR NEW ONES MAY BE ASSIGNED AT ANY TIME WITH OR WITHOUT NOTICE.
ASURION PROVIDES EQUAL EMPLOYMENT OPPORTUNITIES TO ALL EMPLOYEES AND APPLICANTS FOR EMPLOYMENT AND PROHIBITS DISCRIMINATION AND HARASSMENT OF ANY TYPE WITHOUT REGARD TO RACE, COLOR, RELIGION, AGE, SEX, NATIONAL ORIGIN, DISABILITY STATUS, GENETICS, PROTECTED VETERAN STATUS, SEXUAL ORIENTATION, GENDER IDENTITY OR EXPRESSION, OR ANY OTHER CHARACTERISTIC PROTECTED BY FEDERAL, STATE OR LOCAL LAWS.

THIS POLICY APPLIES TO ALL TERMS AND CONDITIONS OF EMPLOYMENT, INCLUDING RECRUITING, HIRING, PLACEMENT, PROMOTION, TERMINATION, LAYOFF, RECALL, TRANSFER, LEAVES OF ABSENCE, COMPENSATION AND TRAINING.