Sep 19, 2019
Aetna Description: Join our fast-paced, innovative and collaborative environment. Work closely with subject matter experts and colleagues on the development, validation and delivery of models using Machine Learning, Deep Learning and other similar technologies. Predict and analyze data on hardware and software systems within a large server infrastructure to prevent outages and pinpoint errors. Developers will work on innovative and complex solutions with the use of machine learning and statistical analysis. 64275 Fundamental Components: You will collaborate with team members to analyze large amounts of data from our infrastructure systems. Build models with the use of machine learning, deep learning and similar technologies. Prototype these models by using software languages such as Python or relevant modeling languages to explore, examine and interpret large volumes of data in various forms. Interact with customers to develop an understanding of their business requirements and operational processes. Independently support processes related to the implementation of systems into production, including integration of purchased solutions. Design, code, test, debug, and document those models. Develop and participate in presentations and consultations to existing and prospective constituents on analytics results and solutions. Use strong knowledge in algorithms and predictive models to investigate problems, detect patterns and recommend solutions. Background Experience: Knowledge of Machine Learning, Data Mining, Statistics, Applied Mathematics, or a related field * Exposure to machine learning with domain knowledge and experience in the following areas: anomaly detection, time-series data analysis and modeling, unsupervised learning, feature extraction and analysis, supervised learning, data-driven statistical modeling * Experience in software development, or an equivalent combination of education and work experience * Fluency or strong ability to learn a software programming language such as Python, Java, C++, etc. * Experience with data extraction and analysis Additional Job Information: Bachelor's degree in Data Science, Statistics, Mathematics, Computer Science or an equivalent combination of education and experience. Master's degree preferred. * Agile experience is a plus * Team Player: Willing to teach, share knowledge, and work with others to make the team successful. * Communication: Exceptional verbal, written, organizational, presentation, and communication skills. Should be experienced or comfortable working with a highly distributed team * Creativity: Ability to take written and verbal requirements and come up with other innovative ideas. * Attention to detail: Systematically and accurately research future solutions and current problems. * Strong work ethic: The innate drive to do work extremely well * Passion: A drive to deliver better products and services than expected to customers. Percent of Travel Required: 0 - 10% EEO Statement: Aetna is an Equal Opportunity, Affirmative Action Employer Benefit Eligibility: Benefit eligibility may vary by position. Click here to review the benefits associated with this position. Candidate Privacy Information: Aetna takes our candidate's data privacy seriously. At no time will any Aetna recruiter or employee request any financial or personal information (Social Security Number, Credit card information for direct deposit, etc.) from you via e-mail. Any requests for information will be discussed prior and will be conducted through a secure website provided by the recruiter. Should you be asked for such information, please notify us immediately.
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