Machine Learning Engineer I

at  Mr Cooper

At Mr. Cooper Group, You Make the Dream Possible.
Our purpose is simple: Keeping the dream of homeownership alive. As a Mr. Cooper Group team member, you play a big role in making that dream possible. Around here, we know our roles and work together, volunteer to make a difference, and challenge the status quo when needed. Everything we do is in the care and service of our teammates and our customers.
Join us and make the dream of home ownership possible!
We are looking for Machine Learning Engineer well versed with Generative AI technology to be a part of our platform team to work on cutting edge business solutions. If you are passionate about new technology trends in machine learning, cloud services and believe that state-of-the-art product is critical to customer success we would like to talk to you.

Technical Qualifications

• Bachelors or Master’s degree with experience in one or more areas related to Generative AI, Data Classification, Image Classification, Data Extraction, Data regression, Anomaly Detection, Data Clustering, Sentence Completion and Data Embeddings with Search

Machine Learning

• Proficiency in building ML solutions using Python programming language and packages
• Generative AI (or LLM technology) -
• Gemini/ GCP – completions and embeddings,
• Open AI/ Azure – completions and embeddings,
• Prompt Engineering – One shot, multi shot, Grounding,
• Tuning – Adapter and HITL/RLHF, Extensions,
• Embeddings and Vector Search
• Neural Networks (RNN, CNN, GANs), Transformers, Reinforcement Learning and Transfer Learning

Google Cloud Platform

• Proficiency in development and deployment of ML solutions on Google cloud platform
• Generative AI model management, model monitoring, model deployment, model metrics with GCP Vertex AI
• GCP Big Query for data analytics using BQ API, BQ SQL, Looker Studio
• Google cloud platform technologies: Vertex AI, Big Query, GKE, Auto ML, App Engine, Pub/Sub (Streaming), Cloud Functions and SQL

Key Responsibilities:

• Develop and delivery of solutions for one or more of the following:
• Search using Embeddings and Vector Search
• ChatBOT/ VoiceBOTs using Completions, RAG, Finetuning and other Gen AI techniques
• KMS using Completions, HTML parsers
• Process automations using Completions, Embeddings, Vector Search and other models
• Integrate and Test the product features with Web/ IVR and other internal call center applications
• Collaborate with business and user teams for product testing, product deployment, product launch and post production activities
• Works in Agile methodology and participates in Story grooming, Story prioritization and Story release activities.

Mr. Cooper Group is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or status as a protected veteran. EOE/M/F/D/V
Job Requisition ID:
022139
Job Category:
Information Technology
Primary Location City:
Dallas
Primary Location Region:
Texas
Primary Location Postal Code:
75019
Primary Location Country:
United States of America
Additional Posting Location(s):

• Develop and delivery of solutions for one or more of the following:
• Search using Embeddings and Vector Search
• ChatBOT/ VoiceBOTs using Completions, RAG, Finetuning and other Gen AI techniques
• KMS using Completions, HTML parsers
• Process automations using Completions, Embeddings, Vector Search and other models
• Integrate and Test the product features with Web/ IVR and other internal call center applications
• Collaborate with business and user teams for product testing, product deployment, product launch and post production activities
• Works in Agile methodology and participates in Story grooming, Story prioritization and Story release activities