General Dynamics Information Technology
Data Scientist - Security Operations Center (SOC)
General Dynamics Information Technology, Lanham, Maryland, United States, 20706
Req ID:
RQ208857
Type of Requisition:
Regular
Clearance Level Must Be Able to Obtain:
None
Public Trust/Other Required:
MBI (T2)
Job Family:
Data Science and Data Engineering
Skills:
Big Data,Data Science,Data Visualization,Machine Learning Algorithms
Experience:
8 + years of related experience
US Citizenship Required:
Yes
Job Description:
DATA SCIENTIST SME
Own your opportunity to turn data into measurable outcomes for our customers' most complex challenges. As a Data Scientist SME at GDIT, you'll power innovation to drive mission impact and grow your expertise to power your career forward.
Job Summary:
The Data Scientist will collaborate closely with AI developer to design and implement machine learning models and automation solutions that bolster the effectiveness of our SOC. This role involves analyzing large datasets to identify patterns, predict threats, and improve response strategies, thereby enhancing overall security posture.
Key Responsibilities:
Collaborate with AI developers to develop and refine machine learning algorithms that automate threat detection and response processes.
Analyze security data from various sources to identify trends, anomalies, and potential security incidents.
Design and implement predictive models to forecast security threats and vulnerabilities.
Develop data visualization tools and dashboards to present findings and recommendations to stakeholders.
Conduct experiments and A/B tests to evaluate the effectiveness of different machine learning approaches.
Work with cross-functional teams to integrate machine learning solutions into existing SOC workflows.
Stay updated on industry trends, emerging technologies, and best practices in data science and cybersecurity.
Qualifications:
Bachelor's or Master's degree in Data Science, Computer Science, Statistics, or a related field.
Proven experience in data analysis, machine learning, and statistical modeling.
Proficiency in programming languages such as Python, R, or Java, as well as experience with machine learning libraries (e.g., TensorFlow, Scikit-learn).
Strong understanding of security concepts, threat intelligence, and incident response processes is highly desirable.
Excellent problem-solving skills and the ability to work collaboratively in a team environment.
Strong communication skills to effectively convey complex technical information to non-technical stakeholders.
GDIT IS YOUR PLACE
At GDIT, the mission is our purpose, and our people are at the center of everything we do.
? Growth: AI-powered career tool that identifies career steps and learning opportunities
? Support: An internal mobility team focused on helping you achieve your career goals
? Rewards: Comprehensive benefits and wellness packages, 401K with company match, and competitive pay and paid time off
? Community: Award-winning culture of innovation and a military-friendly workplace
OWN YOUR OPPORTUNITY
Explore a career in data science and engineering at GDIT and you'll find endless opportunities to grow alongside colleagues who share your determination for solving complex data challenges.
The likely salary range for this position is $161,500 - $218,500. This is not, however, a guarantee of compensation or salary. Rather, salary will be set based on experience, geographic location and possibly contractual requirements and could fall outside of this range.
Our benefits package for all US-based employees includes a variety of medical plan options, some with Health Savings Accounts, dental plan options, a vision plan, and a 401(k) plan offering the ability to contribute both pre and post-tax dollars up to the IRS annual limits and receive a company match. To encourage work/life balance, GDIT offers employees full flex work weeks where possible and a variety of paid time off plans, including vacation, sick and personal time, holidays, paid parental, military, bereavement and jury duty leave. GDIT typically provides new employees with 15 days of paid leave per calendar year to be used for vacations, personal business, and illness and an additional 10 paid holidays per year. Paid leave and paid holidays are prorated based on the employee's date of hire. The GDIT Paid Family Leave program provides a total of up to 160 hours of paid leave in a rolling 12 month period for eligible employees. To ensure our employees are able to protect their income, other offerings such as short and long-term disability benefits, life, accidental death and dismemberment, personal accident, critical illness and business travel and accident insurance are provided or available. We regularly review our Total Rewards package to ensure our offerings are competitive and reflect what our employees have told us they value most.
We are GDIT. A global technology and professional services company that delivers consulting, technology and mission services to every major agency across the U.S. government, defense and intelligence community. Our 30,000 experts extract the power of technology to create immediate value and deliver solutions at the edge of innovation. We operate across 50 countries worldwide, offering leading capabilities in digital modernization, AI/ML, Cloud, Cyber and application development. Together with our clients, we strive to create a safer, smarter world by harnessing the power of deep expertise and advanced technology.
Join our Talent Community to stay up to date on our career opportunities and events at https://gdit.com/tc.
Equal Opportunity Employer / Individuals with Disabilities / Protected Veterans
RQ208857
Type of Requisition:
Regular
Clearance Level Must Be Able to Obtain:
None
Public Trust/Other Required:
MBI (T2)
Job Family:
Data Science and Data Engineering
Skills:
Big Data,Data Science,Data Visualization,Machine Learning Algorithms
Experience:
8 + years of related experience
US Citizenship Required:
Yes
Job Description:
DATA SCIENTIST SME
Own your opportunity to turn data into measurable outcomes for our customers' most complex challenges. As a Data Scientist SME at GDIT, you'll power innovation to drive mission impact and grow your expertise to power your career forward.
Job Summary:
The Data Scientist will collaborate closely with AI developer to design and implement machine learning models and automation solutions that bolster the effectiveness of our SOC. This role involves analyzing large datasets to identify patterns, predict threats, and improve response strategies, thereby enhancing overall security posture.
Key Responsibilities:
Collaborate with AI developers to develop and refine machine learning algorithms that automate threat detection and response processes.
Analyze security data from various sources to identify trends, anomalies, and potential security incidents.
Design and implement predictive models to forecast security threats and vulnerabilities.
Develop data visualization tools and dashboards to present findings and recommendations to stakeholders.
Conduct experiments and A/B tests to evaluate the effectiveness of different machine learning approaches.
Work with cross-functional teams to integrate machine learning solutions into existing SOC workflows.
Stay updated on industry trends, emerging technologies, and best practices in data science and cybersecurity.
Qualifications:
Bachelor's or Master's degree in Data Science, Computer Science, Statistics, or a related field.
Proven experience in data analysis, machine learning, and statistical modeling.
Proficiency in programming languages such as Python, R, or Java, as well as experience with machine learning libraries (e.g., TensorFlow, Scikit-learn).
Strong understanding of security concepts, threat intelligence, and incident response processes is highly desirable.
Excellent problem-solving skills and the ability to work collaboratively in a team environment.
Strong communication skills to effectively convey complex technical information to non-technical stakeholders.
GDIT IS YOUR PLACE
At GDIT, the mission is our purpose, and our people are at the center of everything we do.
? Growth: AI-powered career tool that identifies career steps and learning opportunities
? Support: An internal mobility team focused on helping you achieve your career goals
? Rewards: Comprehensive benefits and wellness packages, 401K with company match, and competitive pay and paid time off
? Community: Award-winning culture of innovation and a military-friendly workplace
OWN YOUR OPPORTUNITY
Explore a career in data science and engineering at GDIT and you'll find endless opportunities to grow alongside colleagues who share your determination for solving complex data challenges.
The likely salary range for this position is $161,500 - $218,500. This is not, however, a guarantee of compensation or salary. Rather, salary will be set based on experience, geographic location and possibly contractual requirements and could fall outside of this range.
Our benefits package for all US-based employees includes a variety of medical plan options, some with Health Savings Accounts, dental plan options, a vision plan, and a 401(k) plan offering the ability to contribute both pre and post-tax dollars up to the IRS annual limits and receive a company match. To encourage work/life balance, GDIT offers employees full flex work weeks where possible and a variety of paid time off plans, including vacation, sick and personal time, holidays, paid parental, military, bereavement and jury duty leave. GDIT typically provides new employees with 15 days of paid leave per calendar year to be used for vacations, personal business, and illness and an additional 10 paid holidays per year. Paid leave and paid holidays are prorated based on the employee's date of hire. The GDIT Paid Family Leave program provides a total of up to 160 hours of paid leave in a rolling 12 month period for eligible employees. To ensure our employees are able to protect their income, other offerings such as short and long-term disability benefits, life, accidental death and dismemberment, personal accident, critical illness and business travel and accident insurance are provided or available. We regularly review our Total Rewards package to ensure our offerings are competitive and reflect what our employees have told us they value most.
We are GDIT. A global technology and professional services company that delivers consulting, technology and mission services to every major agency across the U.S. government, defense and intelligence community. Our 30,000 experts extract the power of technology to create immediate value and deliver solutions at the edge of innovation. We operate across 50 countries worldwide, offering leading capabilities in digital modernization, AI/ML, Cloud, Cyber and application development. Together with our clients, we strive to create a safer, smarter world by harnessing the power of deep expertise and advanced technology.
Join our Talent Community to stay up to date on our career opportunities and events at https://gdit.com/tc.
Equal Opportunity Employer / Individuals with Disabilities / Protected Veterans