Software Engineer Ii (machine Learning)

Case Law Reporter

Manila, Philippines
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Computer vision and ocr
Deep learning model deployment
Scalable etl pipelines
** Case Law Reporter is seeking a Machine Learning Engineer to enhance and maintain machine learning models and pipelines, focusing on computer vision, OCR, and deep learning. The role requires strong programming skills, particularly in Python, along with experience in deploying models in a production environment. **

Job Summary

  • Improve and maintain machine learning models/pipelines, develop scalable ETL pipelines, and optimize the end-to-end data processing workflow.
  • Design, develop, and maintain data pipelines for various file formats and build/optimize ETL workflows for preprocessing and ML pipeline integration.
  • Develop, train, evaluate, deploy, and monitor deep learning models in a production environment, including developing API endpoints and integrating structured data.

Matching Summary

Match Score: 75

** Case Law Reporter is seeking a Machine Learning Engineer to enhance and maintain machine learning models and pipelines, focusing on computer vision, OCR, and deep learning. The role requires strong programming skills, particularly in Python, along with experience in deploying models in a production environment. **

Skills & Requirements

Must-have

  • Computer vision and OCR
  • Deep learning model deployment
  • Scalable ETL pipelines
  • Python for ML integration
  • Dockerized deployments
  • MLOps best practices

Nice-to-have

  • Insurance or document processing experience
  • NLP and LLM knowledge
  • Distributed data processing

Key Requirements

  • 3+ years of ML engineering experience
  • Bachelor's Degree holder
  • Proficiency in Python
  • Experience with Tensorflow, Pyspark, Scikit-learn
  • Hands-on experience with Docker, Kubernetes
  • Experience with Azure services
  • Experience with API frameworks (Flask, FastAPI)
  • Experience with Git and Github/Gitlab

Work Rights

Not specified

Tailored Resume

Cover Letter