Job Title: Senior AI/ML Data Engineer– Digital Transformation

Introduction/Overview: 
- Ocwen is a global company that values talent and promotes an inclusive work environment.
- We prioritize diversity, inclusiveness, and respect in our mission to serve our customers and provide innovative lending solutions for their mortgage needs and the betterment of communities.

Roles & Responsibilities: 
- Design and implement automation pipelines for AI/ML models, including CNN/RNN models and RAG techniques.
- Develop and optimize LLM (Large Language Model) for document indexing and data extraction.
- Create text prompts for generative AI tasks and collaborate with data scientists for prompt evaluation.
- Communicate technical concepts to both technical and non-technical audiences.
- Utilize frameworks and tools to develop and deploy GenAI models.
- Apply problem-solving skills to improve prompting approaches and enhance model performance.

Years of Experience: No Details Found

Education Qualification: 
- Bachelor's or Master's degree in Engineering, IT, Computer Science, or a relevant field.

Skills/Knowledge: 
- Proficiency in Python and SQL.
- Strong knowledge of Pandas, AI architectures, IDP, RAG, and GenAI technologies.
- Familiarity with Neural Networks, Machine Learning algorithms, NLP, and transformers.
- Experience with TensorFlow, PyTorch, and other Python frameworks such as Django, Flask, and Pyramid.
- Understanding of API frameworks and Microservices.
- Familiarity with AWS tools such as EC2, EMR, ECS, Docker, Lambda, and Sagemaker.
- Knowledge of AWS GenAI FMs, Bedrock, and Titan.
- Experience working with relational SQL and NoSQL databases.
- Expertise in Machine learning, Deep learning, and cognitive areas such as NLP, Computer vision, and image analytics.
- Proficient in structured and unstructured data analysis.

Domain/Industry: 
- US Mortgage origination & servicing domain.

Key Competencies: 
- Strong programming expertise.
- Excellent problem-solving skills.
- In-depth knowledge of AI architectures, Neural Networks, and Machine Learning algorithms.
- Familiarity with AWS tools and Python frameworks.
- Experience in prompt engineering and GenAI applications.

Employment Type: Full Time

Company Overview: 
- Ocwen is a global company that provides caring service and innovative lending solutions to meet the mortgage needs of individuals and communities.

Benefits & Opportunities: No Details Found

Location & Travel: 
- Working hours: 2-11 PM IST, Monday to Friday.
- No travel requirements.