Innodata Inc.
Innodata solves your toughest data engineering challenges using artificial intelligence and human expertise.
Language Data Scientist
Location
Alabama + 35 moreAll locations: Alabama, Alaska, California, Colorado, Florida, Hawaii, Idaho, Illinois, Iowa, Kansas, Kentucky, Louisiana, Maine, Montana, Nebraska, Nevada, New Jersey, New York, North Carolina, Ohio, Oklahoma, Maryland, Massachusetts, Michigan, Minnesota, Mississippi, Missouri, Rhode Island, South Carolina, South Dakota, Tennessee, Texas, Virginia, Washington, West Virginia, Wisconsin
Posted
5 hours ago
Salary
$85K - $95K / year
Postgraduate Degree2 yrs expEnglishPython
Job Description
• Design/improve workflows to create data for AI/ML training and evaluation
• Dive deep into existing workflows and processes to gather data and insights
• Critically assess annotation tooling and workflows
• Quantitatively analyze large datasets, perform statistical analysis, calculate metrics, and make recommendations to improve accuracy and performance
• Work closely with client stakeholders on understanding goals, gathering requirements, proposing solutions and executing them.
Job Requirements
- MA in (computational) linguistics, data science, computer science (AI / ML / NLU), quantitative social sciences, or a related scientific/quantitative field, PhD strongly preferred
- Familiarity with language use in online spaces, in particular language trends and innovations
- Extensive experience working with human language data and designing human evaluation tasks, including multi-phase and complex workflows
- Advanced knowledge of statistics, metrics (e.g. f1 score, inter-rater reliability metrics), and data analysis methods such as sampling
- Experience with Natural Language Processing (NLP) techniques and tools, such as SpaCy, NLTK, or Hugging Face
- Proficiency in Python to handle / transform large datasets, perform quantitative analyses, visualize data
Benefits
- Health insurance
- 401(k) matching
- Flexible work arrangements
- Paid time off
- Professional development opportunities
