Back End Developer

Company:  Few&Far
Location: London
Closing Date: 07/11/2024
Hours: Full Time
Type: Permanent
Job Requirements / Description

Start Date: ASAP

Rate: Circa £450 - £500

IR35: Outside

Contract length: 6months

Location: 1-2 days per week on site


My client is requiring the support of a senior backend engineer (Python) who will work on expanding a deployed "version 1" PDF document processor, which uses Microsoft Document Intelligence and OpenAI to extract data for human validation.


The task involves extending the rules to handle a wider variety of PDFs, supported by robust tests, to create a reliable human-in-the-loop pipeline that ensures high confidence in the extracted data.

Key skills:

  • Expert in Python 3, with experience in testable architectures, TDD, CI, and modularisation
  • Proficient in writing PyTests and using real-world example data
  • Experience with deployed Python and cloud best practices
  • Independent, self-driven, and able to collaborate with domain experts
  • Focused on team success and comfortable with constructive feedback


Desired skills:

  • Pandas
  • Experience with Microsoft Document Intelligence JSON, especially for table structures (or equivalent)
  • Azure Functions, MLOps best practices
  • Experience with OpenAI APIs, including handling hallucinated results
  • Participation in code reviews and promoting best engineering practices
  • Collaboration with data science teams and mentoring less experienced members
  • Experience with NLP embeddings
  • Interest in AI, computer vision, and natural language processing
  • Familiarity with accounting terms in private equity or venture capital
  • Experience with Postgres SQL (or equivalent) and FastAPI

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