6 days ago
Pittsburgh, PA, USASenior / Mid Level
Responsibilities
- Design and develop NLP applications to enhance data analytics software.
- Review and aggregate annotated datasets for supervised learning.
- Collaborate with taxonomy experts for dataset validation.
- Transform natural language documents into user-friendly features.
- Integrate advanced LLM models into the Ark.ai platform.
- Develop algorithms and conduct experiments to verify model results.
- Establish criteria for evaluating algorithm performance.
- Implement scalable, production-ready models and code.
- Stay updated with machine learning best practices.
- Seek continuous improvement and efficiency in tasks.
Requirements
- U.S. Citizenship is required.
- Advanced degree or bachelor's with 3 years of experience in Data Science or Machine Learning.
- Minimum 3 years of hands-on NLP model development experience.
- In-depth understanding of NLP methods and modeling.
- Practical experience in supervised and unsupervised machine learning.
- Advanced software skills in Python.
- Advanced ability in forming SQL queries.
- Strong desire to learn and implement cutting-edge technologies.
- Ability to work collaboratively throughout the design process.