Associate Data Scientist Network Analysis and Control
Expiry Date :
Mon, 26 Apr 2021 23:59:59 GMT
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Why choose between doing meaningful work and having a fulfilling life? At MITRE, you can have both. That’s because MITRE people are committed to tackling our nation’s toughest challenges and we’re committed to the long-term well-being of our employees. MITRE is different from most technology companies. We are a not-for-profit corporation chartered to work for the public interest, with no commercial conflicts to influence what we do. The R&D centers we operate for the government create lasting impact in fields as diverse as cybersecurity, healthcare, aviation, defense, and enterprise transformation. We’re making a difference every day working for a safer, healthier, and more secure nation and world. Our workplace reflects our values. We offer competitive benefits, exceptional professional development opportunities, and a culture of innovation that embraces diversity, inclusion, flexibility, collaboration, and career growth. If this sounds like the choice you want to make, then choose MITRE and make a difference with us. MITRE s Infrastructure and Networking Technical Center is looking for a motivated and passionate early career data scientist to join our Network Analytics department. As part of a collaborative team of scientists and engineers, you will have an opportunity to apply machine learning and data-centric approaches to complex networks. Our multidisciplinary team thrives on the opportunity to tackle new challenges in the public interest, looking for solutions that no one else has considered. We approach problems with an entrepreneurial mindset, a willingness to take risks, and a desire to advance the state of the art for intelligent networks, all while contributing to MITRE s mission of Solving Problems for a Safer World. Responsibilities include: * Develop prototypes of intelligent network capabilities in MITRE advanced labs * Work on collaborative research teams to develop innovative solutions using commercial and MITRE developed technologies * Conduct performance assessments of current and emerging technologies * Execute data science research beginning at data wrangling and cleaning all the way through to reporting and visualization * Scale solutions to work across large enterprises and large data sets * Analyze data from network sensor systems and integrate additional data sources for improved outcomes * Communicate technical approach and findings to internal and external stakeholders Minimum Qualifications: * Bachelor’s degree in related fields outlined below, or equivalent knowledge and skills. * Computer Science * Software Engineering * Electrical Engineering * Mathematics * Information Systems, Information Technology, SW Engineering * Operations Research * Applicants selected for this position will be subject to a government security investigation and must meet eligibility requirements for access to classified information or applicants who are eligible for security clearances. Required Qualifications: * A passion for technology and a desire to learn * Excellent written and verbal communication skills * Ability to apply, modify and formulate algorithms and processes to solve challenging problems * Knowledge of various machine learning paradigms (deep learning, reinforcement learning, neural networks, etc.) with an understanding of mathematical underpinnings of various models * Hands-on software development skills in a modern programming language (e.g. Python, R, Scala, Java) * Working knowledge of data science workflow from data acquisition to reporting findings * Strong understanding of streaming and batch data workflows, including message queues, processing directed acyclic graphs (DAGs) and data stores * Obtain and maintain a Secret level security clearance Preferred Qualifications: * Advanced degree in Computer Science, Mathematics, Statistics, or similar field * Experience working with Big Data tools (e.g. Spark, Hadoop, Kafka) * Experience working with databases (e.g., PostgreSQL, Oracle, MySQL, MongoDB, Neo4j, Elasticsearch) * Familiarity with cloud-based environments like Amazon Web Services, Google Cloud, or Microsoft Azure * Experience conducting original research using data science techniques, including machine learning, statistical modeling, and data visualization * Demonstrated ability to manipulate large datasets and perform calculations leveraging a modern programming language * Familiarity with basic networking and security concepts/capabilities such as TCP/IP stack, routing, and firewalls * Exposure to network programmability concepts such as software define networking and programmable data planes This requisition requires the following clearance(s): Secret MITRE is proud to be an equal opportunity employer. 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