Data Scientist
Tasks
- Analyze and process document collections
- Analyze intelligence and performance metrics
- Assess model performance
- Build machine learning text classification models
- Build topic modeling models
- Communicate methodological decisions
- Communicate model results
- Conduct statistical analysis
- Create data measures and collect data
- Develop and use common table expressions
- Develop encoder decoder language model workflows
- Develop generative language model workflows
- Develop research methodology
- Leverage GPUs for model training
- Measure model performance
- Perform natural language processing
- Present research findings to stakeholders
- Select preprocessing techniques
- Use aggregated functions
- Use nested subqueries and set operations
- Use version control with git
- Write SQL queries
Perks/Benefits
- 401k employer match
- Employer paid dental insurance
- Employer paid vision insurance
- Employer-paid disability insurance
- Employer-paid health insurance
- Employer-paid life insurance
- Paid government holidays
- Paid time off
- Spot bonuses
- Training budget
Skills/Tech-stack
Cloud Computing | Encoder-Decoder Models | Encoder-decoder | Flask | GPU Computing | Generative language | Generative language models | Gensim | GitHub | HuggingFace Transformers | Jenkins | Keras | LLM tuning | Language Models | Language Processing | NLTK | Natural Language | Natural Language Processing | PyTorch | Python | Relational databases | SQL | Scikit-learn | Semantic Search | Spacy | Tableau | TensorFlow | Text Classification | Topic Modeling | Transformer | Web APIs
Education
N/A
Roles
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