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Mimica

AI-powered task mining for enterprise automation

Senior/Lead Machine Learning Engineer

Applied Machine Learning +1Confirmed live in the last 24 hours
Full-time

About the Job

Requirements

  • Solid machine learning and data science background, including understanding experimental design, data splits, metrics, bias, and statistical significance.
  • Hands-on experience applying large language models in production or near-production settings, especially evaluating them by building evaluation sets, LLM judges, benchmarks, and iterating on prompts and pipelines.
  • Ability to explore messy data, troubleshoot issues, and turn insights into measurable improvements.
  • Strong Python and engineering skills, including writing clear, readable, tested code suitable for production.
  • Ability to work independently on ambiguous problems, frame the question, choose an approach, and determine acceptance criteria for shipping.
  • Ability to use AI coding tools effectively and remain accountable for, understand, explain, and defend shipped output.
  • Clear spoken and written English communication, including explaining technical trade-offs to technical and non-technical audiences.

Responsibilities

  • Own, debug, and improve production pipelines for accuracy and efficiency.
  • Design, build, and iterate on LLM evaluations and LLM-as-a-judge systems, including datasets, metrics, and benchmarks to monitor quality.
  • Run experiments on prompts, pipeline design, model choice, and inputs, such as OCR text versus image plus OCR, and turn results into clear recommendations.
  • Improve LLM efficiency across pipelines by comparing models, restructuring steps, and replacing LLM calls with smaller, purpose-built models where appropriate.
  • Expand the anonymization pipeline, including evaluating and adapting existing models.
  • Work with Python and quality engineers to move experiments into production and share responsibility for shipped code.
  • Document findings in experiment reports, design documents, and other writing.

Desired Qualifications

  • Experience with classical machine learning or deep learning model development.
  • Experience with image/OCR pipelines or face-related anonymization.
  • Experience shipping end-to-end machine learning features in a startup or scale-up environment.

About the Company

Mimica

AI-powered task mining for enterprise automation

Mimica provides an AI-powered task mining and process intelligence platform for large enterprises to improve operational efficiency. It watches how people work on their computers by analyzing clicks and keystrokes to automatically generate detailed process maps; Miner identifies and prioritizes automation opportunities by ROI, while Mapper creates blueprints for developers to build automation solutions, and the system suggests the best technology (RPA, GenAI, or intelligent document processing) for each opportunity. The platform differentiates itself with desktop-level observation that turns actions into actionable process maps, ROI-driven prioritization, and a combined Miner–Mapper toolkit backed by a UiPath partnership and independent analyst recognition. Its goal is to reduce costs and increase workforce productivity by automating repetitive digital tasks so employees can focus on higher-value work.

Company size
201-500
Company stage
Series B
Total funding
$26.6M
Headquarters
London, United Kingdom
Founded
2018

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