Data Scientist
2 weeks ago
Required Education and Experience
- Typically requires a BS/BA in a related discipline
- Generally 2-5 years of experience in a related field OR MS/MA and generally 2-4 years of experience in a related field
- Certification is required in some areas
- Demonstrates skill in data analysis techniques by resolving missing/incomplete information and inconsistencies/anomalies in more complex research/data
- Nature of work requires increasing independence; receives guidance only on unusual, complex problems or issues. Work review typically involves periodic review of output by a supervisor and/or direct customers of the process.
- May provide general guidance/direction to or train junior level support or professional personnel
- Support the development of robust experiments and models with high levels of rigor to ensure accuracy, reproducibility, and reliability of results
- Utilize modern techniques in machine learning and software development for complex data analysis and predictive modeling
- Participate in the development of both stochastic and deterministic prediction models, including exploratory analysis, time series forecasting, and classification tasks with detailed instruction and supervision
- Work with open-source libraries such as LLMs, Transformers, ML, and forecasting packages to apply models to various datasets, extract insights, make predictions, and inform decision-making processes
- Collaborate closely with senior team members while independently managing tasks, contributing to team efforts in addressing challenges
- Stay updated with the latest developments in data science, machine learning, and big data technologies
- Explore new tools and techniques to improve existing processes and contribute to innovation within the team
- Leverage Azure Cloud services for data storage, processing, and analytics
- Implement scalable solutions and manage large datasets effectively
- Perform other tasks as required
- Located in a comfortable indoor area
- Any unpleasant conditions would be infrequent and not objectionable
- Most of the time is spent sitting in a comfortable position with frequent opportunities to move about. On rare occasions, there may be a need to move or lift light articles
- Typically requires overnight travel less than 10% of the time
- Located in a comfortable indoor area
- Any unpleasant conditions would be infrequent and not objectionable
- Most of the time is spent sitting in a comfortable position with frequent opportunities to move about. On rare occasions, there may be a need to move or lift light articles
- Typically requires overnight travel less than 10% of the time
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