PlanIT Group, LLC · 4 months ago
Behavioral Scientist
United States
Contract
Remote
Senior Level, Lead/Staff
8+ years expPlanIT Group, LLC is seeking a Behavioral Scientist to play a crucial role in the ethical and compliant development of AI systems that impact human behavior. The role involves using AI and machine learning to analyze user behavior, develop behavioral analytics models, and create reports to communicate insights to stakeholders.
ConsultingInformation TechnologyManagement Consulting
Responsibilities
Plays a crucial role in ensuring the ethical, responsible, and compliant development and deployment of AI systems, particularly those that impact human behavior
Use artificial intelligence (AI) and machine learning (ML) to analyze user and entity behavior within a network to identify and mitigate cyber threats
Design and implement behavioral analytics models to surface anomalies and indicators of insider risk across multiple structured and unstructured data sources
Develop and refine risk scoring algorithms which prioritize users or events based on observed patterns, contextual risk factors, and deviations from baselines
Integrate and transform data from tools, systems, and logs to create unified risk models which support investigative workflows
Analyze data to identify patterns, develop theories and models to explain behavior, and design interventions to promote positive change
Identify unusual employee or contractor activity that could indicate malicious intent
Gather and prepare diverse behavioral datasets, ensuring accuracy and completeness from sources like website interactions, app usage, customer feedback, and other digital channels
Conduct exploratory data analysis to identify behavioral trends and precursors which correlate with increased risk profiles
Create reports, dashboards, and visualizations to clearly communicate findings and insights to stakeholders, including non-technical audiences
Enhance IRO’s ability to surface anomalies, prioritize potential risks/threats, and provide decision support
Qualification
Required
Plays a crucial role in ensuring the ethical, responsible, and compliant development and deployment of AI systems, particularly those that impact human behavior
Use artificial intelligence (AI) and machine learning (ML) to analyze user and entity behavior within a network to identify and mitigate cyber threats
Design and implement behavioral analytics models to surface anomalies and indicators of insider risk across multiple structured and unstructured data sources
Develop and refine risk scoring algorithms which prioritize users or events based on observed patterns, contextual risk factors, and deviations from baselines
Integrate and transform data from tools, systems, and logs to create unified risk models which support investigative workflows
Analyze data to identify patterns, develop theories and models to explain behavior, and design interventions to promote positive change
Identify unusual employee or contractor activity that could indicate malicious intent
Gather and prepare diverse behavioral datasets, ensuring accuracy and completeness from sources like website interactions, app usage, customer feedback, and other digital channels
Conduct exploratory data analysis to identify behavioral trends and precursors which correlate with increased risk profiles
Create reports, dashboards, and visualizations to clearly communicate findings and insights to stakeholders, including non-technical audiences
Enhance IRO's ability to surface anomalies, prioritize potential risks/threats, and provide decision support
Strong analytical and problem-solving abilities. The ability to identify and assess potential behavioral risks in AI systems, analyze data, and develop effective mitigation strategies is crucial
Proficiency in relevant tools. Familiarity with AI frameworks (like TensorFlow, PyTorch), cloud platforms (like AWS), and programming languages (like Python) can be highly beneficial
Strong analytical and communication skills are vital to effectively navigate the complexities of the AI evolving field
Apply statistical modeling, machine learning, and data fusion techniques to diverse cybersecurity and organizational data
Proficiency in languages like Java, C++, Python, and SQL
Strong statistical and analytical foundation, including knowledge of anomaly detection, time-series analysis, and clustering techniques
Knowledge & experience with API development and automation
Familiarity with cybersecurity data sources and insider threat indicators, especially UEBA, DLP, system logs, and identity data
Problem-solving Skills and a knack for using data to address business challenges and identify opportunities for improvement
Data visualization skills using tools like Tableau, Power BI, or Ploy for communicating insights to non-technical stakeholders
Evaluate programs, disseminating findings, consulting and collaborating with others, and adhering to ethical standards
Preferred
A degree from an accredited College/University in the applicable field of services is required. If the individual's degree is not in the applicable field then four additional years of related experience is required
A minimum of eight (8) years' relevant experience
Experience in risk management, compliance, or a related field, with specific experience in AI or machine learning
3+ years of experience in AI concepts and technologies. This includes familiarity with machine learning algorithms, data processing, and AI system design
Certifications focused on AI security, governance, and development
Company
PlanIT Group, LLC
PlanIT Group is an IT and engineering professional services company which provides top-tier talent to various commercial and government customers.
51-200 employees
Funding
Current Stage
Growth StageTotal Funding
$3.55M2020-09-24Series Unknown· $3.55M
Company data provided by crunchbase