Advanced Machine Learning Engineer

1 week ago

Ghaziabad, Uttar Pradesh, India beBeeMachineLearning Full time ₹ 20,00,000 - ₹ 25,00,000

Job Title: Advanced Machine Learning Engineer

About the Role:

We are seeking an experienced Machine Learning Engineer to develop and deploy cutting-edge AI/ML models for mortgage automation agents.

This role involves designing models for creditworthiness prediction, fraud detection, income verification, document intelligence, and conversational agents.

The successful candidate will ensure models are accurate, explainable, and compliant with regulatory frameworks.

Key Responsibilities:

  • Design and Develop AI/ML Models: Create and deploy advanced AI/ML models using Python, PyTorch, TensorFlow, and Scikit-learn.
  • NLP Expertise: Apply NER, summarization, Q&A, OCR techniques using Tesseract, Amazon Textract, Azure Form Recognizer.
  • Statistical Modeling: Develop a deep understanding of statistical modeling, risk scoring, credit analytics, and fraud detection.
  • MLOps Tools: Use MLflow, Kubeflow, Weights & Biases for model deployment and management.
  • Responsible AI Practices: Ensure fairness, accountability, and transparency in AI decision-making processes.

Required Skills and Qualifications:

  • Strong experience with Python, PyTorch, TensorFlow, Scikit-learn, Hugging Face Transformers.
  • NLP expertise: NER, summarization, Q&A, OCR (Tesseract, Amazon Textract, Azure Form Recognizer).
  • Deep understanding of statistical modeling, risk scoring, credit analytics, fraud detection.
  • Experience with vector databases (Pinecone, Weaviate, FAISS, Milvus).
  • Familiarity with mortgage underwriting, risk modeling, KYC/AML checks.
  • Strong foundation in responsible AI practices (fairness, accountability, transparency)

What We Offer:

A dynamic work environment with opportunities for growth and development.

A competitive salary and benefits package.

The chance to work on cutting-edge projects and technologies.

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