NLP Data Scientist

About Us:

Redshred is a leading innovator in making document-based content accessible for downstream integration and innovation through the creative use of AI and ML.

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Job Responsibilities:

• NLP Model Development: Design, develop, and implement NLP models and algorithms for various applications, including text analysis, language generation, sentiment analysis, and more.
• Data Processing: Preprocess and analyze large datasets to build and train NLP models, ensuring data quality and consistency.
• Model Deployment: Deploy NLP models into production environments, ensuring scalability, reliability, and performance.
• Research and Innovation: Stay current with the latest advancements in NLP and machine learning, and apply new techniques to improve existing models and develop new ones.
• Collaboration: Work closely with data scientists, software engineers, and product managers to integrate NLP capabilities into our products and services.
• Evaluation and Optimization: Evaluate the performance of NLP models using appropriate metrics, and optimize models for accuracy, speed, and efficiency.
• Documentation and Reporting: Document the development process, model architectures, and experimental results. Communicate findings and progress to stakeholders.

Qualifications:

• Education: Bachelor’s or Master’s degree in Computer Science, Computational Linguistics, Data Science, or a related field.
• Experience: 3+ years of experience in NLP, machine learning, or a related field.
• Technical Skills:
  • Proficiency in programming languages such as Python or Java.
  • Experience with NLP libraries and frameworks such as NLTK, SpaCy, TensorFlow, PyTorch, or similar.
  • Strong understanding of machine learning algorithms and statistical methods.
  • Familiarity with cloud platforms (AWS, GCP, Azure) and containerization technologies (Docker, Kubernetes).
• Soft Skills:
  • Excellent problem-solving skills and analytical thinking.
  • Strong communication and collaboration abilities.
  • Ability to work independently and as part of a team.
• Other Requirements: US citizenship is required.

Benefits:

• 401K: Competitive 401K matching program.
• PTO: Unlimited paid time off to support work-life balance.
• Remote work: Remote work is available, with a bias towards candidates in the DC metro area who could come into HQ for design discussions and hackathons.
• Professional Development: Opportunities for continuous learning and professional growth.

Work Environment:

Flexible working hours and a collaborative, inclusive work culture.