Location: Washington, District of Columbia, us
Job Summary:
Job Duties
- Develop and optimize data science models from diverse data sources.
- Apply machine learning and AI techniques for predictive and prescriptive modeling.
- Clean and preprocess large datasets for analysis.
- Engineer relevant features to enhance model accuracy.
- Design evaluation metrics for machine learning models.
- Collaborate with cross-functional teams to deliver data solutions.
- Stay updated on NLP and AI advancements for real-world applications.
Required Skills
- Python, SQL, Data science libraries (Pandas, Numpy)
- NLP libraries (NLTK, SpaCy)
- Machine learning techniques and AI algorithms
- Data preprocessing, feature engineering, model deployment
- Communication and data storytelling skills
Required Experiences
- 4-6 years in machine learning, AI, data science
- 2 years in natural language processing
- Preference for geospatial data experience
- Familiarity with cloud platforms (Snowflake, AWS)
- Publication record in relevant conferences/journals is a plus
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