Senior Data Scientist (Security Clearance Required)

ICF; Arlington (VA); On-site; USD 131,256 - 223,134; Full time

Benefits offered by this job

Equal opportunity employer

Flexible accommodation policies

Job summary

A prestigious consulting firm in Arlington, Virginia, is seeking an experienced Senior Data Scientist to develop cyber analytic capabilities that will protect US networks. The role requires expertise in machine learning and deep learning, with the responsibilities of analyzing data, building models, and communicating results to clients. Candidates must have an active security clearance and significant professional experience in data science or related fields. The position offers a salary range of $131,256 - $223,134.

Qualifications

• Active security clearance is required as part of client contract.
• Minimum of 10 years of experience in relevant fields.
• Strong experience in data analysis methods/tools.

Responsibilities

• Perform knowledge elicitation from customer subject matter experts.
• Analyze large data sets to identify actionable insights.
• Design and deploy deep learning algorithms and predictive models.

Skills

Natural Language Processing

Machine Learning Models

Text Mining

Data Science

Statistical Analysis

Programming in Python, JavaScript, R

Education

Bachelor's degree in Computer Science, Statistics, Applied Mathematics, Computational Linguistics, Artificial Intelligence or related field

Master's degree in relevant field with 10 years of experience

Tools

SQL

Databricks Intelligence Platform

Job description

Description

ICF seeks an experienced and cleared Senior Data Scientist to support the research and development of new cyber analytic capabilities that will help the US protect and defend its networks and critical information systems. This position will support a large federal cyber security analytic program. The work will contribute to the knowledge of how cyber-attacks work, how vulnerabilities are exploited, and the way hostile cyber actors operate. Utilize your skills to help experiment and prototype future cyber capabilities for implementation at large-scale. As the Senior Data Scientist, you will create useful and actionable insight for the customer through the development of machine learning, deep learning models, and related algorithms. You will be strong mathematically, automate scoring using machine learning techniques, build recommendation systems, and select the correct data points for analysis from large data sets. You are focused on results, a self‑starter, and have demonstrated success using analytics to drive understanding, growth, and success of the analysis.

What You Will Be Doing

• Perform knowledge elicitation from customer subject matter experts and convert that to derived algorithms
• Analyze large data sets to identify actionable insights with mathematical statistical rigor
• Rigorously critique and correct intermediate results to improve the algorithmic outcomes
• Design and deploy deep learning algorithms and predictive models
• Develop custom data models and algorithms to apply to data sets
• Assess the effectiveness and accuracy of new data sources and data gathering techniques
• Develop processes and tools to monitor and analyze model performance and data accuracy
• Interpret and communicate results to non‑technical customers

What You Must Have

• Active security clearance required as part of client contract requirement
• US Citizenship required as part of client contract requirements
• Bachelor’s degree with a minimum of 12 years or Master’s degree with 10 years of experience in Computer Science, Statistics, Applied Mathematics, Computational Linguistics, Artificial Intelligence or related field
• Position requires a minimum of 10 years of practical working experience in one or more of the following areas: Natural Language Processing, Machine Learning Models, Question Answering, Text Mining, Information Retrieval, Distributional Semantics, Data Science, Knowledge Engineering
• Strong experience using a variety of mathematical, statistical, data mining, and data analysis methods/tools

Preferred Skills/Experience

• Experience in Computer Science, Statistics, Applied Mathematics, Computational Linguistics, Artificial Intelligence or related field
• Interpersonal skills and the ability to communicate effectively with various clients in order to explain and elaborate on technical details
• Experience in productization of machine learning algorithms and the ability to deliver data science components that are part of successful deliverables
• Working knowledge of general machine learning algorithms and NLP, Graph Theory, and Network Analysis
• Fluency in one or more programming languages (e.g., Python, JavaScript, R, etc.)
• Experience with statistical data analysis, experimental design, and hypotheses validation
• Experience with database querying like SQL
• Readiness to collaborate with engineering teams, product teams, and customers to develop prototypes and software products
• Practical experience with the Databricks Intelligence Platform
• CompTIA Security+ or higher certification level preferred

Candidate AI Usage Policy

At ICF, we are committed to ensuring a fair interview process for all candidates based on their own skills and knowledge. As part of this commitment, the use of artificial intelligence (AI) tools to generate or assist with responses during interviews (whether in-person or virtual) is not permitted. This policy is in place to maintain the integrity and authenticity of the interview process. However, we understand that some candidates may require accommodation that involves the use of AI. If such an accommodation is needed, candidates are instructed to contact us in advance at [e-mail]. We are dedicated to providing the necessary support to ensure all candidates have an equal opportunity to succeed.

Pay Range

$131,256.00 - $223,134.00 (Virginia Client Office (VA88))

We are an equal opportunity employer. Together, our employees are empowered to share their expertise and collaborate with others to achieve personal and professional goals. For more information, please read our EEO policy. We will consider for employment qualified applicants with arrest and conviction records. Reasonable accommodations are available, including, but not limited to, for disabled veterans, individuals with disabilities, and individuals with sincerely held religious beliefs, in all phases of the application and employment process. To request an accommodation, please email [e-mail] and we will be happy to assist. All information you provide will be kept confidential and will be used only to the extent required to provide needed reasonable accommodations.