- Data Science Recruiters and Staffing SpecialistsNLP Data Scientist
Data Science Jobs
- AI Engineer
- AI Product Owner
- Algorithmic Trader
- Artificial Intelligence and Machine Learning Engineer
- Artificial Intelligence Product Owner
- BI Developer
- Big Data Engineer
- Business Intelligence Developer
- Creative Strategist
- Data Analyst
- Data Architect
- Data Engineer
- Data Engineering Manager
- Data Scientist
- Data Scientist, Deep Learning
- Data Solutions Architect
- Database Administrator
- Database Administrator (DBA)
- Database Developer
- Deep Learning Engineer
- Director of Analytics
- Director of Artificial Intelligence
- Director of Data
- Director of Machine Learning
- Engineering Manager, Machine Learning
- ETL Developer
- Fraud Analyst
- Hadoop Engineer
- Head of Data Engineering
- Head of Machine Learning
- Internet of Things Engineer
- Machine Learning Engineer
- ML/AI Engineer
- NLP Data Engineer
- NLP Data Scientist
- NLP Engineer
- Python Developer
- Python Engineer
- Risk Analyst
- Statistician
We are seeking an enthusiastic and talented Natural Language Processing (NLP) Data Scientist to join our team. The primary responsibility of this role will be designing and implementing NLP models and algorithms. The ideal candidate should have experience developing NLP models with transformer architecture and expertise in transforming high volumes of data into advanced analytic solutions. If you have a passion for solving complex problems using data-driven approaches, we would love to hear from you.
Typical Duties and Responsibilities
- Develop and implement NLP solutions for text classification, sentiment analysis, and named entity recognition
- Collaborate with data engineers and cross-functional teams to deploy NLP models into production environments and optimize NLP solutions
- Analyze large datasets and provide insights to improve operations
- Process, cleanse, and verify the integrity of data used for analysis and identify ways to improve data reliability, efficiency, and quality
- Create and maintain technical documentation for NLP models and algorithms
- Participate in code reviews and QA processes
- Select features, build, and optimize classifiers using machine learning techniques
- Enhance data collection procedures to include information relevant to building analytic systems
- Create automated anomaly detection systems
Education
- Bachelor’s degree in computer science, data science, or a related field
Required Skills and Experience
- 3+ years of experience in NLP or a related field
- Experience developing NLP models with transformer architecture
- Experience collecting, developing, and maintaining structured and unstructured data sets for analysis and reporting
- Experience programming in Python or Java
- Experience with machine learning frameworks such as PyTorch, Tensorflow, or Keras
- Experience with NLP libraries such as NLTK, Gensim, or Spacy
- Experience with cloud computing platforms such as Google Cloud or AWS
- Experience creating reports, projections, models, and presentations
- Knowledge of cloud infrastructure, data modeling, ETL, data pipeline, log gathering, and visualization
- Strong communication and collaboration skills
- Strong problem-solving skills and attention to detail
Preferred Qualifications
- Master’s or PhD in NLP or a quantitative discipline such as computer science or statistics
- Experience with data visualization tools such as Tableau or Power BI