Data Scientist (TS/SCI with Poly Required)

Job Category: Data Science and Data Engineering

Requisition Number: DATAS002335

WORK REQUIREMENTS

• Provide Model training based on data acquired from other components.
• Create complete AI-based systems, models, human-review processes and outputs ETL processes and databases.
• Provide Productionization and development of AI-bases systems as part of collection mechanisms.
• Provide support to operational elements that are using these systems including breakfix work and software updates.
• Research AI/ML modeling in open source to ensure that applicable cutting edge technologies and capabilities are being brought to bear on Customer efforts.
• Support the efforts to collaborate with other elements across the Customer and community that are engaged in AI efforts.
• Frame and scale data problems to effectively analyze, visualize and find data solutions.
• Develop and support scalable and secure functionality into their applications, focusing on integrating and implementing Artificial Intelligence (AI) algorithms and logic into the deliverables of an IT project.
• Understand business objectives and develop models that help to achieve them, along with metrics to track progress.
• Derive insights and analytic narratives from data and visualizations for effective storytelling and clear communication in response to specific research questions.
• Analyze technology trends related to Artificial Intelligence (AI) and Machine Learning (ML), and their strategic implications.
• Perform independent technical research in relevant areas; robotics, autonomy, software, engineering, data analysis.
• Collaborate with customers and stakeholders to understand and assess business requirements and define AI solutions to align with architectural framework and meet business needs.
• Be familiar with disciplines such as Natural Language Processing, Machine Learning, Predictive modeling, Statistical Analysis and Hypothesis testing.
• Program a system to look for or seek out specific conditions and respond based on those factors.

REQUIRED SKILLS

• Demonstrated experience with the ability to understand and automate customer workflows and business processes with AI solutions.
• Demonstrated experience in data structures, data modeling, and software architecture.
• Demonstrated in-depth experience and knowledge of machine learning tools and frameworks such as PyTorch, Tensorflow, etc.
• Demonstrated experience with extensive math and computer science skills, with a deep understanding of probability, statistics, and algorithms.
• Demonstrated experience in AI/ML specific programming languages, such as Python, Java, C++, Conda, etc.
• Demonstrated experience training AI models, as well as in integrating pre-trained models into dataflows and software architectures.

DESIRED SKILLS

• Demonstrated experience implementing secure AI solutions in the Intelligence Community.
• Demonstrated experience working with highly sensitive data sets.
• Demonstrated experience in leading AI/ML initiatives.
• Demonstrated experience and in-depth knowledge of implementing ETL (Enhance/Transform/Load) pipeline.
• Demonstrated experience and in-depth knowledge in implementing solutions in Amazon Web Services.
• Demonstrated experience with very strong problem solving and critical thinking skills.
• Demonstrated experience with serving in a collaborative team environment.

A candidate must be a US Citizen and requires an active/current TS/SCI with Polygraph clearance.

Equal Opportunity Employer / Individuals with Disabilities / Protected Veterans

Qualifications

Skills





Behaviors

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Motivations

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Education

Preferred

BA/BS or better.

Experience

Preferred

6 years:
Demonstrated related work experience.

Licenses & Certifications

Equal Opportunity Employer
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