Data Scientist for NLP Applications
hace 3 días
As a Data Scientist at Copyright Clearance Center, you will play a key role in shaping the future of natural language processing (NLP) systems. With a focus on clinical text mining, you will work with our team to design, develop, and deploy sophisticated NLP solutions that drive business outcomes.
Job Summary
You will be responsible for implementing deep learning approaches for clinical text mining, including training and evaluation. You will also develop algorithms and models for text processing, sentiment analysis, entity recognition, and topic modeling. Furthermore, you will develop data preprocessing pipelines to clean and normalize text data.
Responsibilities
- Implement deep learning approaches for clinical text mining, including training and evaluation
- Develop algorithms and models for text processing, sentiment analysis, entity recognition, and topic modeling
- Develop data preprocessing pipelines to clean and normalize text data
- Research NLP methodologies, evaluating them, and applying them for clinical text mining
- Work closely with cross-functional teams, including architecture, data engineering, data science, product, and software engineering teams
Requirements
- Bachelor's or Master's degree in Machine Learning or Computer Science (related field/experience considered)
- Hands-on experience with implementing NLP, AI, ML, and NLU applications using open-source frameworks
- Strong knowledge of statistics, probabilities, and proficiency in Python along with key ML/NLP libraries like TensorFlow or PyTorch
- Familiarity with distributed data processing frameworks such as Apache Spark and exposure to MLOps or the full software development lifecycle
- Experience with cloud platforms (AWS preferred) and knowledge of running models in production environments
- Strong collaboration and communication skills to work effectively in a team setting
About Us
We are committed to providing a collaborative and inclusive work environment where everyone has the opportunity to grow and thrive. We offer a competitive salary and benefits package, as well as opportunities for professional development and advancement.
Estimated Salary: $120,000 - $180,000 per year
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