Sr. AI/ML Developer

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 an experienced technical contributor in cutting-edge machine learning. If you're passionate about new technology trends in machine learning and cloud services, and believe that state-of-the-art products are critical to customer success, we want to talk to you.

Technical Qualifications

• Bachelors or Master’s degree with 3+ years of experience with hands-on experience delivering Machine Learning product or solutions in one or more areas related to Generative adversarial networks, Data Classification, Image Classification, Data Extraction and Search/ Chat.

Machine Learning

• 12 months + experience in 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
• Experience with Neural Networks (RNN, CNN, GANs), Transformers, Reinforcement Learning and Transfer Learning
• Proficiency and expertise in building ML solutions using Python programming language and packages
• Proficiency and expertise  in one or more ML frameworks  and tools like Tensorflow, Pytorch, Caffe, Theano and have hands-on project experience.

Google Cloud Platform

• Expertise in Generative AI model management, model monitoring, model deployment, model metrics with GCP  Vertex AI
• Hands-on experience with GCP Big Query for data analytics using BQ API, BQ SQL, BQML, BQ Analytics, Looker Studio
• Hands-on experience with Google cloud platform technologies: Vertex AI, Big Query, GKE, Auto ML, App Engine, Pub/Sub (Streaming), Cloud Functions, Cloud Data Store and SQL

Key Responsibilities:

• Develop and Deliver 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:

023496

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):