AI Consultant – Mortgage & Gen AI
Umanist StaffingJob Title: Senior AI Consultant – Mortgage & Generative AIJob Description
We are looking for a seasoned AI Consultant with a strong foundation in machine learning, deep learning, and generative AI, along with deep domain expertise in Mortgage Lending.
The ideal candidate is a full stack AI engineer capable of designing, developing, and deploying AI solutions end-to-end — from classical ML models to GenAI-driven intelligent agents — across AWS, Azure, or GCP environments.
This is a client-facing role combining technical excellence with consulting expertise, involving pre-sales, solutioning, rapid prototyping, and demo development for enterprise customers.
Required Skills & Qualifications
- 12–15 years of total experience in AI/ML, including at least 2+ years in Generative AI, LLMs, or Agentic AI.
- Strong expertise in machine learning, deep learning, NLP, and computer vision.
- Proficiency in Python and ML frameworks such as TensorFlow, PyTorch, Scikit-learn, Hugging Face, LangChain, etc.
- Experience across AWS / Azure / GCP for AI solutioning and deployment.
- Hands-on experience with containerization (Docker), orchestration (Kubernetes), and API development (FastAPI, Flask).
- Familiarity with MLOps / LLMOps tools such as MLflow, Vertex AI Pipelines, Azure ML, or Kubeflow.
- Deep understanding of mortgage lifecycle processes and industry use cases.
- Excellent communication and presentation skills, with the ability to interface with both CXOs and technical teams.
Preferred Skills
- Experience with vector databases (Pinecone, Weaviate, FAISS, Azure AI Search).
- Knowledge of Responsible AI practices, bias detection, and model interpretability.
- Exposure to multi-agent architectures and enterprise AI governance.
- Job Type: Full-time
Pay: $150,000.00 - $200,000.00 per year
Work Location: On the road
Job Type
- Job Type
- Full Time
- Salary Range
- USD 150,000 - 200,000 yearly
- Location
- Santa Clara, CA
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