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Machine Learning Engineer

Recruiting from Scratch

$200,000 - $325,000
Oct 23, 2025
San Francisco, CA, United States of America
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Our client, a fast-growing AI startup recently acquired by a leading global technology company, is building next-generation machine learning systems that transform how financial professionals process and analyze complex data. The core platform leverages cutting-edge AI to automate and structure large volumes of unstructured financial documents delivering accuracy, scalability, and time savings for clients across accounting, asset management, and financial services.

Requirements

  • 5+ years of experience building and deploying ML systems in production environments.
  • Proven experience integrating ML models into end-user products (enterprise or consumer).
  • Strong foundation in Python and modern ML tooling (e.g., PyTorch, TensorFlow, or JAX).
  • Experience working with large datasets, data quality optimization, and evaluation metrics.
  • Experience with LLMs, LLM APIs, or large-scale inference pipelines.
  • Familiarity with financial data or document-heavy domains.
  • Previous experience at high-velocity AI or data infrastructure companies.

Responsibilities

  • Build and enhance ML and product infrastructure that powers AI-driven document processing systems.
  • Design and iterate on datasets, inference systems, and evaluation pipelines to continuously improve performance and accuracy.
  • Work directly with end users (financial professionals, accountants) to understand workflows and integrate feedback into the product roadmap.
  • Collaborate cross-functionally with engineers, designers, and product leads to ship high-quality ML-powered features at scale.
  • Develop expert systems that encode domain knowledge into scalable software systems.
  • Contribute to an engineering culture that values rapid iteration, product impact, and measurable results.

Other

  • Excellent communication skills and comfort working directly with customers or stakeholders.
  • Demonstrated history of ownership and impact in a fast-paced startup or product-focused environment.
  • Track record of technical leadership or mentorship within a small, high-performing team.
  • Onsite in Union Square, San Francisco — collaborative and hands-on
  • Sponsorship available for qualified candidates