Lightcast

Lightcast

Lightcast is a global leader in labor market analytics, offering the world's most comprehensive labor market data through sophisticated analytical tools and intuitive reporting features. With over two decades of experience, Lightcast provides superior ...

Professional Services
251-1K
Founded 2000
$1M raised

Description

  • Interpret and classify natural language data such as job titles, job postings, and company names using NLP-related methods.
  • Perform root cause analysis to identify and resolve data quality and classification issues.
  • Develop and maintain decision-making criteria, enrichment processes, and quality assurance standards.
  • Conduct research to improve taxonomy structures and identify new use case opportunities.
  • Execute data extraction, ETL, and data mining processes using SQL, Python, R, Excel, or similar tools.
  • Work with relational databases such as Snowflake, Postgres, SQL Server, or SQLite.
  • Communicate complex data findings and taxonomy-related issues to technical teams and stakeholders.
  • Respond to customer feedback and questions related to datasets and taxonomy accuracy.
  • Contribute to product roadmapping, project scoping, and process improvements.
  • Use visualization and project management tools such as Kibana, Looker, Tableau, Jira, Wrike, or Asana as needed.

Requirements

  • Bachelor’s degree in Data Analytics, Information Systems, Computer Science, Mathematics, or a related technical field.
  • Advanced degree or equivalent practical experience preferred.
  • 1–3 years of experience with ML classification models, taxonomy development, or maintaining proprietary/government taxonomies across various data types.
  • Experience with SQL and data extraction/query languages such as Elasticsearch, KQL, or SPARQL.
  • Understanding of text analysis, natural language processing (NLP), machine learning (ML), and statistical analysis techniques preferred.
  • Experience using AI coding copilots such as Claude or Codex is a plus.
  • Familiarity with relational databases such as Snowflake, Postgres, SQL Server, or SQLite.
  • Experience with visualization or project management tools such as Kibana, Looker, Tableau, Jira, Wrike, or Asana is helpful.

Benefits

  • Remote work from home within the US.
  • Full-time position.
  • Opportunity to work with a global company with offices across the UK, Europe, India, and the US.
  • Equal opportunity workplace with a strong commitment to diversity of thought and unique perspectives.

Interested in this position?

Apply directly on the company website

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