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Data Scientist
1 week ago
Data Scientist (Remote)
We have an immediate need for contract Data Scientist to join our client, a world-class medical center. The Data Scientist will derive insights from the vast amounts of patient & environmental data available within the center's data warehouse.
Location: Remote working Pacific Time Zone hours
This job expects to pay about $70 – 80 per hour plus benefits.
What You Will Do:
- Develop and implement algorithms on existing data warehouse records and may nominate new external data sources to be ingested to the data warehouse to strengthen analyses.
- Analyses will address a wide variety of clinical and research outcomes.
- Research and implement state-of-the-art AI algorithms, apply off-the-shelf AI and data-centric tools, and collect, store, and maintain data.
- Develop, test, and install new software applications, and enhances functionality of existing applications, for artificial intelligence and machine learning
- Design, develop, and implement artificial intelligence algorithms, and build scalable production systems focused on clinical and research outcomes
- Identify creative uses of artificial intelligence and potential artificial intelligence innovations in health care research
- Collaborate with a team of programmers and informatics experts to address emerging client needs
- Collect and manage new datasets with bearing on artificial intelligence analyses of healthcare data
What Gets You The Job:
- Bachelors Degree computer science, artificial intelligence, informatics or closely related field. Masters preferred.
- Familiarity and experience with techniques for handling outliers, such as the z-score or IQR methods.
- Experience with multiple machine learning models, beyond tree-based methods, and familiarity with handling imbalanced data problems using appropriate techniques.
- Strong grasp of model evaluation metrics, including a correct understanding of the F1 score.
- Experience with PDF to text conversion, NLP entity extraction, ML modeling.
- Experience with data mining and statistical modeling (e.g. regression modeling, clustering techniques, decision trees, etc.).
- Experience analyzing large data dets using programming languages (e.g. Python, R, SQL and/or Spark).
- Strong SQL skills. Must have the ability to write complex, highly-optimized queries across large volumes of data. Generating and visualizing data-based insights in software such as Tableau.
- Effective at communicating data-driven insights and conveying actionable recommendations to clinical and business leaders with little to no data science experience.
Irvine Technology Corporation (ITC) is a leading provider of technology and staffing solutions for IT, Security, Engineering, and Interactive Design disciplines servicing startups to enterprise clients, nationally. We pride ourselves in the ability to introduce you to our intimate network of business and technology leaders – bringing you opportunity coupled with personal growth, and professional development Join us. Let us catapult your career
Irvine Technology Corporation provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability or genetics. In addition to federal law requirements, Irvine Technology Corporation complies with applicable state and local laws governing non-discrimination in employment in every location in which the company has facilities.
