Data Annotation Project Manager

  • Warszawa, Poland
  • Pełny etat

Opis stanowiska

What will your main responsibilities include?

  • Owning the annotation pipelines from raw to annotated ground truth datasets which satisfy both technical and operational constraints
  • Working with data from multiple sources and domains, such as text, images, and structured datasets
  • Cooperating closely with Product Managers and Tech Leaders across the organisation to gather business needs and requirements for new annotation pipelines
  • Preparing guidelines for other teams and improving them by gathering feedback from Annotators and analyzing obtained annotations
  • Implementing and improving quality assurance processes for data annotation pipelines, optimizing both cost and quality of delivered datasets
  • Analyzing annotated datasets, ensuring their high quality, finding potential biases and risks in using them for training ML models
  • Diving into the details including occasionally annotating data yourself, providing feedback for existing tools, and proposing new features

Why is it worth working with us?

  • In your daily work you will expand your knowledge by cooperating with people who have hands-on experience in implementation of the ML models at scale unprecedented anywhere else in Poland
  • You will have a key role in the process of ensuring a quality and applicability for model training tasks
  • You will be part of an interdisciplinary team working intensively with Technology, Business and the AI ​​/ Data Science area

We offer:

  • A modern office and cutting-edge tools 
  • Informal working atmosphere in a professional team
  • A wide selection of non-wage benefits (such as health insurance, life insurance, gym membership - Multisport, and much more) - you choose what you want
  • Exceptional learning opportunities, that include a training budget and access to a wide selection of training programs on our internal MindUp platform

We are looking for people who have:

  • Demonstrated ability to manage data annotation projects across multiple teams, building sustainable processes, coordinating release schedules and building consensus on difficult issues
  • Practical knowledge of typical data annotation methods and quality assurance processes
  • Good understanding of machine learning concepts, tasks, and metrics
  • Understanding of statistical concepts applicable to data annotation tasks
  • Strong verbal and written communication skills with demonstrated experience of creating annotation guidelines
  • High organizational skills, strengths in problem solving, issue-resolution, ability to work in a deadline-driven work environment
  • High attention to detail and committed to data accuracy
  • Proficiency in standard workflow software (JIRA, Excel, etc.) as well as programming languages (e.g. Python, SQL) allowing to efficiently analyze datasets
Polityka prywatności