1. Job Title: Senior AI/ML Data Engineer– Digital Transformation
2. Introduction/Overview: Ocwen is intensely focused on hiring, developing and retaining the best talent in the industry. They are committed to creating an inclusive work environment that promotes diversity, inclusiveness, and respect. Ocwen's mission is to delight customers through caring service and innovative lending solutions. They serve over 1.3 million families with their mortgage needs and aim to help build stronger communities.
3. Roles & Responsibilities: Build automation pipelines using CNN/RNN models, RAG techniques, and LLM for document indexing and data extraction from documents. Optimize text prompts for generative AI tasks. Collaborate with data scientists to tailor prompts for optimal performance. Research and explore new prompting techniques. Develop and implement data pipelines for prompt evaluation. Communicate the impact of prompts to technical and non-technical audiences. Develop frameworks and tools for data scientists and analysts working with GenAI models. Possess strong problem-solving skills and consider multiple prompting approaches.
4. Years of Experience: No Details Found
5. Education Qualification: Bachelor/Master/Engineering degree in IT/Computer Science/software engineering or relevant field.
6. Skills/Knowledge: Python, SQL, Pandas, AI architectures, IDP, RAG, GenAI technologies, Neural Networks, Machine Learning algorithms, NLP, transformers, TensorFlow, PyTorch, Python frameworks (Django, Flask, Pyramid), API framework, Microservices, AWS tools and technologies (EC2, EMR, ECS, Docker, Lambda, Sagemaker), AWS GenAI FMs, Bedrock, Titan, relational SQL and NoSQL databases, Machine learning/Deep learning concepts in cognitive areas (NLP, Computer vision, image analytics), structured/unstructured data analysis.
7. Domain/Industry: US Mortgage origination & servicing domain.
8. Key Competencies: Strong programming expertise, problem-solving skills, knowledge of AI architectures and technologies, understanding of Neural Networks and Machine Learning algorithms, experience with AWS tools and technologies, familiarity with Python frameworks, expertise in prompt engineering for GenAI applications.
9. Employment Type: Full Time
10. Company Overview: Ocwen is a global company focused on providing caring service and innovative lending solutions. They serve over 1.3 million families with their mortgage needs and aim to build stronger communities.
11. Benefits & Opportunities: No Details Found
12. Location & Travel: The job requires working from 2-11 PM IST, Monday to Friday, with no travel requirements.