What are the responsibilities and job description for the Data Scientist position at Long Finch Technologies LLC?
Key Responsibilities
- Design, build, and maintain ML and NLP models, including new-gen AI models.
- Utilize Python for machine learning and NLP tasks, including model development and performance optimization.
- Set up and manage supervised and unsupervised ML/NLP models. This includes data cleaning, data analytics, feature creation, model selection, ensemble methods, and performance metrics visualization.
- Work with a variety of ML/NLP tasks such as document classification, document summarization, topic modeling, dialog systems, sentiment analysis, and OCR text processing.
- Apply deep understanding and experience with new-generation AI open-source models and techniques.
- Contribute to the software development lifecycle and work effectively within Agile processes.
- Minimum of 7 years of experience as a Data Scientist or in related roles.
- At least 5 years of programming experience with a strong focus on Python, specifically for ML/NLP applications.
- Deep understanding and some exposure to new-generation AI open-source models.
- Extensive experience with setting up and managing ML/NLP models, including data preparation, feature engineering, model selection, and evaluation.
- Hands-on experience with document classification, document summarization, topic modeling, dialog systems, sentiment analysis, and OCR text processing.
- Proven experience in the software development life cycle and Agile methodologies.
