Job Description

Data Scientist

Noblis is seeking to hire a Data Scientist with an ACTIVE Top Secret with SCI and Polygraph in Chantilly, VA. As a Data Scientist with our team, you will be working with our federal clients to rapidly develop innovative solutions for addressing immediate cyber mission challenges. In this role, you will work on teams with other data scientists, software developers, and SMEs to apply the best practices and state of the art data science and machine learning processes. In this position, you will develop rapid prototype solutions to mission challenges by leveraging existing open-source models and technologies. Sample topic areas may include object detection, data triage, search/optimization, cyber security data science, and other cyber related data challenges. You will:

• Identify, adapt, and integrate state-of-the-art research and open-source technologies into creative solutions.
• Develop and train new machine learning models.
• Identify, curate, and process large data sets.
• Research, apply, analyze, and document technical approaches and their outcomes.
• Leverage various computing resources such as GPU clusters and cloud-based compute servers.

Required Qualifications:

• Bachelor's degree in STEM fields such as computer science, statistics, data analytics, computer engineering, mathematics, and physics.
• 3+ years of related professional experience.
• Proficient experience developing in Python and working on Linux operating system.
• Experience using machine learning and data science packages such as PyTorch, TensorFlow, or scikit-learn.
• Experience using Elasticsearch and Kibana.
• Experience creating visualizations and analytics.
• Experience leveraging open-source models and adapting them to generate custom solutions.
• Experience creating, evaluating, leveraging and deploying AI/ML models and capabilities.
• Performing automating tests (e.g. experience using and applying a common method such as PyTest).
• Strong knowledge of ETL tools and processes for data transformation and loading.
• ACTIVE Top Secret with SCI and Polygraph.
• US Citizenship is required.

Desired Qualifications:

• Experience using development tools such as VSCode, github/gitlab, Jira, and Confluence.
• Familiarity with containerization and orchestration tools (e.g., Docker, Kubernetes) for deploying data solutions.
• Experience effectively working with Agile cross-functional teams to deliver data-driven solutions iteratively.
• Experience working with Cyber data to include examples such as (Shodan, Censys.IO, etc.).
• Demonstrated experience with cleaning, managing, optimizing performance with, and processing large volumes of data.
• Experience with industry best practices for software/hardware optimization when processing large data sets and offers experience in the following required task areas: experience with machine learning, statistical modeling, time-series forecasting, and/or geospatial analytics; experience with Hadoop, Spark, or other parallel storage/computing processes is a plus.
• Experience supporting cyber mission.

Compensation at Noblis is determined by various factors, including but not limited to, the combination of education, certifications, knowledge, skills, competencies, and experience, internal and external equity, location, clearance level, as well as contract-specific affordability, organizational requirements and applicable employment laws. The projected compensation range for this position is based on full time status. For part time or on-call staff, compensation is proportionately adjusted based on hours worked. While monetary compensation is important, it's just one component of Noblis' total compensation package.

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