Omnicell, Inc. Data Scientist in Mountain View, California
Artificial intelligence is revolutionizing the health care industry. In 5 to 10 years, hospitals, pharmacies, and physicians’ offices will operate very differently than they do today. At Omnicell, we are inspired to be part of this change. As the leading innovator in pharmacy- and medication-management systems, providing services and solutions to more than 4000 hospitals worldwide, we have geared up for the health care revolution.
The main focus of the Data Science Innovation Team (DSIT) is to make Omnicell’s vision of an autonomous pharmacy a reality. As a member of the DSIT, you will have autonomy to collaborate with every team in the organization, and you will be able to directly connect to decision makers without dealing with bureaucracy. You will be involved in multiple projects on various timelines. You will be expected to develop strong working relationships with various departments, to represent the DSIT, to provide direction for members of all levels and departments, and to speak about new and upcoming developments in your field.
Design, and develop cutting edge AI technologies (ML models, algorithms, etc) in medication management, patient behavioral modeling, and anomaly detection
Work with product and design teams to plan how to shape product and communicate data insights to non-experts
Execute cohort studies and drive analyses to understand patient’s behavior and identify opportunities for improving our product(s)
Knowledge / Skills:
Strong background in Statistics and Machine Learning with extensive practical experiences in developing AI solutions to solve real-work problems.
Hands-on experience with statistical analysis and data mining tools, such as R, Python, Scala, etc.
Strong problem-solving skills with emphasis on product development
Knowledge and experience in statistical and machine learning techniques (e.g. supervised / unsupervised learning, optimization, parametric / nonparametric modeling, Bayesian statistics, etc)
M.S. (Ph.D. preferred) in Computer Science, Applied Mathematics or other quantitative discipline with a focus on statistical modeling, artificial intelligence, and mathematical algorithms
3+ years of experience in statistical modeling and developing machine learning algorithms
Experience in handling massive datasets and expertise in big data technologies
Ph.D. in Computer Science, Applied Mathematics or other quantitative discipline with a focus on statistical modeling, artificial intelligence, and mathematical algorithms
Domain knowledge and past experiences in health care, medication management, patient care, etc.
Experience and/or background in pharmacy informatics.
Experience in diversion detection, opioids, or antimicrobial stewardship
Nothing in this job description restricts management’s right to assign or reassign duties and responsibilities to this job at any time.
All qualified applicants will receive consideration for employment without regard to race, sex, color, religion, sexual orientation, gender identity, national origin, protected veteran status, or on the basis of disability.
Omnicell will not discharge or in any other manner discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant. However, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with the contractor's legal duty to furnish information.