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Security Data Scientist
| 公司行业： | 计算机软件 | ||||
| 发布日期： | 2015-12-22 | 工作地点： | 厦门 | 招聘人数： | 1 |
| 学 历： | 外语能力： | 英语 | |||
| 工作年限： | 3年以上 | 薪酬范围： | |||
| 职位描述： | |||||
• Have expert knowledge of data science methods and technologies, with ability to apply their skills to information security and fraud prevention needs in a cloud service environment • Think critically, work well under pressure, and possess strong analytical, written, verbal, interpersonal and multi-tasking skills • An understanding of risk management methodology and factors • Demonstrated track record of quality in candidate’s work history • Be strongly self-motivated with an aptitude for both individual and team-oriented work Responsibilities: • Design and implement automated models to detect and block attacks, service abuse, and fraudulent usage across the RingCentral ecosystem • Work with big data to understanding threats and suspicious activity on RingCentral’s applications and developer platform. • Investigate security and fraud incidents and recommend courses of action • Build machine learning models to analyze data or coordinate with potential analysis partners and business stakeholders • Develop uses for security and fraud prevention data in RingCentral products and features • Design and implement security and fraud monitoring program for a global cloud services environment. • Monitor security and fraud events, review log data, analyze and investigate alarms, and maintain day-to-day operational activities of a secure cloud environment. • Engage teams within and outside of RingCentral to mitigate and resolve cases • Process development, implementation, and improvement • Generate threat intelligence and conduct pro-active threat research • Lead incident response activities and security investigations, triage and prioritize investigation activities, and introduce incident management best practices. • Ensure RingCentral is in compliance with all applicable Federal and global laws and regulations regarding the monitoring of information • Provide detailed documentation in support of RingCentral’s ongoing security operations programs • Develop and report relevant metrics • Provide post mortem reporting for security and fraud incidents and recommendations to prevent recurrence. • Identify trends and patterns, summarize key findings, and recommend process and system enhancements. • Collaborate with cross-functional groups such as Engineering, Operations, Support and Product Management to enhance tools, processes, and detection methods • Review issues escalated by other Security team members and provide guidance on resolution • Educate internal team members and external parties on processes and procedures Position Requirements • A minimum of 4 years relevant work experience. • Strong business analytical skills; ability to apply business logic to design and implement data mining techniques on large data sets • Ability to write clear, concise reports and presentations with an ability to orally communicate effectively; organizational and documentation skill • Experience in normalizing data to ensure it is homogeneous and consistently formatted to enable sorting, query and analysis • Ability to interpret business requests as well as communicate findings in a user-friendly manner • Demonstrated ability to work independently and within a team in a fast changing environment with changing priorities and changing time constraints • Understanding of Data Warehousing • Proficient in the use of MS SQL server, Data Visualization (e.g., Tableau or other), MS Excel, Python • Experience using Hadoop, Vertica and Oracle Data Warehouse • Working knowledge of statistical analysis, data mining and predictive modeling tools and techniques • Experience designing, developing, implementing and maintaining a database and programs to manage data analysis efforts • Working knowledge of ‘Big Data’ concepts and Hadoop/Hive/Hbase, and R tools • Working knowledge of building self-serve analytics tools for business users • Periodic travel required • This role participates in on-call rotations • Fluency in Mandarin and English (written and verbal) Desired Qualifications • Working knowledge of application development • Knowledge of virtualization, Linux and Windows operating systems including command line skills • Experience investigating data breach response events and successfully leading incident response activities across cross functional teams and geographies. • Knowledge of common security monitoring, analysis, and response techniques, including collection and development of indicators of compromise • Knowledge of various compliance and regulations for the protection of customer personal information and credit card information. (Examples include but are not limited to PII, PCI, and CPNI) • Knowledge of IDS, SIEM, case management, and related operational processes and metrics • SANS GIAC GCIA (GIAC Certified Intrusion Analyst) and/or SANS GIAC GCIH (GIAC Certified Incident Handler) certifications • Knowledge of current hacking techniques, malicious code trends, botnets, exploits, malware, DDoS, and data breach events • Knowledge of cloud VoIP, web, mobile, and client application security • Experience with operations and service quality management processes such as ITIL • Experience with scripting or programming, and SecDevOps – ie able to build and put effective solutions together using optimal combinations of existing tools and custom code/scripts/automation • Experience working with global teams • Experience working with industry groups such as FIRST, NSIE, DSIE, and DNS-OARC |
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公司简介：
| 联 系 人： | |
| 电子邮箱： | hr@100cheer.cn |