We are a growth stage company that creates software solutions combining lean principles, predictive and prescriptive analytics, and machine learning to transform hospital and infusion center operations. More than 180 health systems and over 600 hospitals across 43 states rely on our award-winning products to increase patient access, decrease wait times, and reduce healthcare delivery costs. We have raised more than $300 million from top-tier investors such as Bain Capital, Insight Partners, and Goldman Sachs. We have been named among the top 100 AI companies in the world.
LeanTaaS Inc.is seeking a qualified Senior Data Scientist
Job Duties and Requirements:
Senior Data Scientist needed in Santa Clara, CA to extract and validate of structured and unstructured data including complex medical free text data. Massage and standardize of EHR data. Discover hidden patterns in large data sets using techniques from statistics, discrete mathematics, and machine learning. Specifically detect anomalies, natural clusters, and numerical trends in processed EHR data. Groom data for use in mathematical operational algorithms, and machine learning models. Assess requirements and available data for a given problem and build the machine learning framework. Perform feature selection and feature engineering and identify the best suitable machine learning model for the specific problem. Finetune model parameters to optimize model accuracy. Iterative brainstorm with customers and product managers to understand the fundamentals of pressing operational problems in healthcare and the subtleties and realities of potential solutions. Build complex mathematical models such as mixed integer programming, agent-based simulation, and genetic algorithm to addresses the problems, and specifying the data required and actionable output from the models. Cull possible models to scalable implementation approaches that are viable for integration into the product. Rigorous software specifications of complex algorithms such as custom forecasting, mixed integer linear programming, natural language processing, etc. Implement data intensive software features with clean and modular code using single responsibility principle, object-oriented design, functional paradigms, etc. to make the code efficient, clean, testable, and maintainable. Continuous improvement and optimization of current models, ensuring compatibility with the evolving demands of the product. Must have a Master’s degree (or foreign equivalent) in Data Science, Engineering (any) or related field and 3 months of Analytics experience. 3 months of Analytics experience must include experience with Python and Optimization Models. In the alternative, we will accept a Bachelor’s degree (or foreign equivalent) in Data Science, Engineering (any) or related field and 5 years of progressive experience in Analytics. 5 years of progressive experience in Analytics must include 3 months of experience with Python and Optimization Models. Any suitable combination of education, training, is acceptable.
Job Location: Santa Clara, California
How to apply: Send resumes 471 El Camino Real, Ste 230, Santa Clara, CA 95050. Online applications are not valid.
LeanTaaS is an equal opportunity employer committed to promoting an inclusive work environment free of discrimination and harassment. We value diversity, inclusion, and aim to provide a sense of belonging for everyone. All qualified applicants for employment will be considered without regard to race, color, sex, gender identity, gender expression, religion, age, national origin or ancestry, citizenship, physical or mental disability, medical condition, family care status, marital status, domestic partner status, sexual orientation, genetic information, military or veteran status, or any other basis protected by federal, state or local laws. If you require assistance during the application process, please reach out to accommodations@leantaas.com. LeanTaaS will reasonably accommodate qualified individuals with disabilities to the extent required by applicable law.
Please note: LeanTaaS is not accepting agency resumes at this time, and we are not responsible for any fees related to unsolicited resumes. Thank you.
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