Total Performance Consulting

Total Performance Consulting

Total Performance Consulting (TPC) provides software testing services including Quality Assurance, Load Testing, and Performance Engineering to industries worldwide, offering onsite/offshore options, custom testing teams, and training on QA tools like ...

Internet Software & Services
51-250
Founded 2005

Description

  • Lead the design and development of machine learning systems and LLM-based applications.
  • Fine-tune and adapt large language models for domain-specific use cases.
  • Build NLP pipelines to extract structured data from complex, unstructured documents.
  • Translate ambiguous product goals into clear technical and ML execution plans.
  • Prioritize development work using product signals, user feedback, and backlog input.
  • Build evaluation systems to measure model performance and detect regressions.
  • Design automated benchmarking pipelines for continuous model testing.
  • Define performance metrics tied to real-world outcomes.
  • Build feedback loops that use user corrections to improve model performance over time.
  • Apply computer vision techniques to extract data from PDFs and scanned documents.
  • Develop AI agents that interact with web systems using automation tools such as Playwright or Selenium.
  • Work across system design, infrastructure, training, and inference pipelines.
  • Build scalable ML systems and supporting infrastructure from the ground up.

Requirements

  • 6+ years of Python development experience.
  • 4+ years of experience in AI/ML engineering roles.
  • Strong experience building and deploying LLM-based systems, such as Claude or OpenAI models.
  • Comfort with modern LLM workflows such as prompting, evaluation, and iteration.
  • Experience building NLP systems for information extraction or document understanding.
  • Strong understanding of model evaluation, benchmarking, and performance measurement.
  • Experience working with JavaScript/Node.js and React in production environments.
  • Familiarity with MongoDB and AWS.
  • Experience building systems that integrate feedback loops or continuous learning.
  • Comfort working in ambiguous environments without fully defined specifications.
  • Strong communication skills with upper-intermediate or higher English.

Interested in this position?

Apply directly on the company website

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