NLP Data Analyst

4 settimane fa

Milan, Italia Lightcast A tempo pieno

As a data analyst for the linguistics team, you will be responsible for European languages assigned to you based on fluency. Your role will be to foster these languages and develop them for a multitude of products delivered to customers. Your job will be to build and maintain these languages per our Lightcast standards and help in the development of further features. To fill this role, we are looking for a dynamic and multilingual person that will quickly learn the ins and outs of the role in order to become an active part of a multicultural team.


Major Responsibilities:
  • Analyze and improve data quality of multilingual text classifiers
  • Work with linguistics and engineering teams to build out new parsers across languages
  • Translate various taxonomies such as Skills, Titles, and Occupations
  • Create crosswalks from origin language titles and skills to Lightcast taxonomies
  • Use SQL for data handling and database management
  • Annotate data used for model training and validation
Skills/Abilities:
  • Competency in multiple European languages (preferred: three or more - see list below)
  • Understanding of syntax and structural analysis of languages
  • Microsoft Excel experience (including vlookups, data cleanup, and functions)
  • Knowledge of query languages such as SQL
  • Knowledge of text analysis or machine learning principles
  • Experience with data analysis using tools such as Excel or Python
  • Knowledge of RegEx
  • Languages: German, French, Spanish, Italian, Dutch, Portuguese, Swedish, Danish, Hungarian, Polish, Romanian, Czech, Croatian, Finnish, Norwegian
Education and Experience:
  • Bachelor’s degree in Engineering, Computer Science, Statistics, Artificial Intelligence, Data Analytics, NLP or similar (preferred)
  • Strong linguistics knowledge

Lightcast is a global leader in labor market insights with headquarters in Moscow (ID) with offices in the United Kingdom, Europe, and India. We work with partners across six continents to help drive economic prosperity and mobility by providing the insights needed to build and develop our people, our institutions and companies, and our communities. Lightcast is proud to be an equal opportunity workplace and is committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. Lightcast has always been, and always will be, committed to diversity, equity and inclusion. We seek dynamic professionals from all backgrounds to join our teams, and we encourage our employees to bring their authentic, original, and best selves to work.

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