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Senior Machine Learning Developer

Machine Learning EngineerMachine Learning EngineerFull TimeRemoteTeam 1-10Since 2024H1B No SponsorCompany SiteLinkedIn

Location

United States

Posted

46 days ago

Salary

Not specified

Bachelor DegreeEnglishAWSAzurePandasPythonPy TorchSQLTensorflow

Job Description

• Design and implement end-to-end document intelligence pipelines on AWS • Develop and optimize ML models for document classification, segmentation, and field extraction • Build scalable data processing systems handling PDFs up to 2000 pages • Collaborate with subject matter experts to create and refine requirements for extraction • Own features from research through production deployment and monitoring • Establish evaluation frameworks and quality metrics for extraction accuracy

Job Requirements

  • Advanced knowledge of Python (native, Pandas, ScikitLearn, Tensorflow or Pytorch, PyStats, Pydantic)
  • Advanced knowledge of SQL and Data Modeling
  • Experience with GenAI for document intelligence, including prompt engineering, RAG (Retrieval Augmented Generation), multi-modal models (vision + text), and production deployment using AWS Bedrock or Azure OpenAI APIs
  • Experience in experiment design (power analysis and hypothesis testing)
  • Proficiency in both written and verbal communication
  • Demonstrated ability to clearly and concisely communicate complex technical problems and propose iterative solutions
  • Experience owning a feature from concept to production

Benefits

  • GDPR-compliant agency
  • Ensure data confidentiality
  • Securely stored candidate information

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