Data Scientist

Job Description

Description

INTRODUCTION: The Customer has an environment dedicated to tradecraft innovation and is a unique addition to the Intelligence Community (IC). This office incorporates new and emerging commercial technologies, along with tailored and specific technical and analytic capabilities in order to achieve its core mission. Partnerships with tradecraft schools and mission elements drive discovery and definition of projects suitable to Customer’s capabilities. The Customer provides an environment for concept incubation, prototype evaluation, and pilot execution in the effort to advance technical intelligence, tradecraft, capabilities, and techniques. The efficiencies gained by collocating technical tradecraft capabilities with new employee training and development provides a comprehensive perspective of exactly what new employees may encounter when they go to the field. SCOPE: a. Blank Slate Development: Based on Customer provided requirements, the Contractor, when applicable, shall employ blank slate development for all elements of a new tool and avoid code reuse with respect to any previous tools developed by the Customer, or the greater IC. Diversity validation will be conducted at the Customer’s discretion and may produce specific enhancement requests. b. Proof-of-Concept Productization: Based on Customer direction, the Contractor shall productize previously developed or Customer provided proof-of-concept capabilities into tools that satisfy operational requirements. c. Tool Repurposing: Based on Customer direction, the Contractor shall identify open-source capabilities, or characterize Customer provided tools, that support operational requirements. The Contractor shall determine the modifications needed for a tool to be viable for operational use and conduct development of a repurposed capability to be delivered to the Customer. As directed by Customer, the Contractor shall ensure the development, deployment, implementation, operation, and support of Customer technical information systems and projects complies with security policies and procedures. The Contractor shall be required to communicate and collaborate across organizational boundaries, to include other contractor teams. The Contractor shall be required to work with Customer staff and contractor personnel, as well as external stakeholders.

TECHNICAL REQUIREMENTS:

Contractor team ensures that all developed applications and modifications to existing Customer applications operate in compliance with applicable documents. Compliance standards could include security accreditation, program management control gates, integration with external services (e.g., access control, auditing), patching and maintaining current versions of software, outage reporting, accessibility requirements, internal-use software reporting, auditing, logging, solution reconstitution testing, and technical directives. Planned activities shall be coordinated with all stakeholders and approved by the Customer. a. The Contractor Team shall, within an Open-source Environment utilizing Artificial Intelligence (AI) or Machine Learning (ML), develop the ability to correlate data from various sources to create real time pattern of life predictability. b. The Contractor Team shall support ongoing development on tools to gather data from various COTS sensor-based sources and develop systems to return data to Customer. c. The Contractor Team shall support transitioning developed tools and systems to Customer’s Enterprise system. d. The Contractor Team shall follow policy requirements related to application retooling and development. e. The Contractor Team shall support tool implementation on Customer’s Enterprise system. f. The Contractor Team shall modify applications to meet compliance with the Customer’s architectural and Authorization and Accreditation (A&A) process. g. The Contractor Team shall develop tools to enable technology starting from various initial maturity levels. h. The Contractor Team shall develop and support scalable and secure functionality into software applications. i. The Contractor Team shall study how to use Machine Learning to simulate human learning activities, to improve their performance by data analyzing without following the instructions of the program. j. The Contractor Team shall develop data framework for data analysis to support end-user data discovery and data correlation. k. The Contractor Team shall design, setup and perform technical demonstrations. l. The Contractor Team shall incorporate multiple technologies for novel solutions. m. The Contractor Team shall enact ad-hoc technical experiments to test tradecraft concepts.

Data Science Support  a. Engage with customers to determine the nature of requirement/analytic problem, evaluate options, and offer Information Technology (IT)-based recommendations/options b. Advise customers on IT methods and data needed and/or available to satisfy the requirement c. Develop IT solutions to enable the exploitation of databases and files; devise creative data collection and strategies d. Develop comprehensive software applications e. Identify potential additional data sources and automate collection processes f. Integrate, analyze, evaluate, and assess quantitative data (using statistical software, computer models, geospatial models, software languages, mathematical models, machine learning) to contribute to or develop IT solutions to requirements (software tools, analytic models, or reports.) g. Conduct statistical, mathematical, geospatial modeling or data-mining analysis in partnership with other colleagues h. Anticipate and project a wide range of possible outcomes using scenario/alternative analyses, machine learning, and agent based modeling or other advanced analytic techniques i. Identify, use, and/or develop a wide range of methodologies and analytic tools to address existing or potential problems and collection strategies j. Prepare, and communicate a wide range of strategic, highly complex graphics, computational models/tools, or written/oral assessments k. Leverage multiple data management tools to organize relevant information and make decisions

CORE COMPETENCIES:

• Data Science Support - Work to incorporate AI/ML into systems to address Customer key intelligence questions. Uses development tools such as Python, leverage statistical reasoning and methods to critically assess datasets and the validity of data science findings. Requires familiarity with intelligence collection approaches, Customers tradecraft, analytic lifecycle, or a demonstrated ability to engage Customer’s mission partners to understand and anticipate their priorities.

Qualifications

Data Scientist

Required Skills:

1. Demonstrated experience with deploying and developing cloud-based systems from the ground up using CloudFormation and Cloud Development Kit (CDK) with services including: • Elastic Map Reduce (EMR) • Elastic Compute Cloud (EC2) • Fargate • Application Load Balancer (ALB) • Simple Storage Service (S3) • Route53 • Relational Database Service (RDS) • Identity Access Management (IAM) • Simple Notification Service (SNS) • Simple Queue Service (SQS) • Lambda • Elastic Block Storage (EBS) • CloudWatch • CloudTrail • Config • Secret Manager • Key Management Service (KMS)

2. Demonstrated experience with deploying and developing Spark Streaming

3. Demonstrated experience deploying Dockerized Python micro services with FastAPI.

4. Demonstrated experience developing and deploying machine learning algorithms with Scikit-Learn, SciPy and MUKH.

5. Demonstrated experience deploying Docker containers for staged applications.

6. Demonstrated experience using Git and Gitlab.

7. Demonstrated experience collecting and managing requirements from users in a formal and adhoc manner.

8. Bachelor’s Degree or 4 years’ experience in Computer Science or related field.

Desired Skills:

1. Demonstrated experience or understanding of cellular network operations/exploitation.

2. Demonstrated experience or understanding of vehicle systems telematics.

3. Demonstrated experience with VMware or equivalent.

4. Demonstrated experience or understanding with Python AI/ML.

5. Demonstrated experience or understanding with OpenCV.

6. Demonstrated experience with scikit-learn, tensorflow, or pytorch.

7. Demonstrated experience or understanding with Software Defined Radios (SDR) and related software (KISMET, GNURadio, rtl_433).

8. Demonstrated experience with JavaScript UI libraries such as vuetify, leaflet and pixi.js.

9. Demonstrated experience with opensource video analytic and CCTV tools (i.e. OpenMPF, Shinobi, MotionEye, and/or ffmpeg).

10. Demonstrated experience with ARM, PowerPC, MIPS, and x86, x64 architectures & assembly.

11. Demonstrated experience developing and writing code for soho/mobile devices.

12. Demonstrated experience understanding the design and programming for systems integration of complex systems.

13. Demonstrated experience implementing ICD directives.

14. Demonstrated experience documenting networks and diagraming networks.

15. Demonstrated experience with Sponsor’s network and security requirements for Approval to Develop (ATD) and Authority to Operate (ATO).

16. Demonstrated experience or knowledge of using JIRA and Confluence for tracking and managing project progress.

17. Demonstrated experience building production grade applications on relational and unstructured streaming data.

18. Cloud certifications (AWS Solutions Architect, AWS DevOps Professional), and Certified Information Systems Security Professional (CISSP)

19. Experience being responsible for developing and maintaining an cloud-based environment that contains data of the highest sensitivity.

20. Experience primarily working independently as the single point of failure for all systems administration work on the environment.

21. Experience performing security assessments to identify and correct weaknesses or deficiencies within the information system and its environment of operation.

22. Experience being directly involved in processing all customer efforts through the various facets of the Risk Management Framework (RMF) and Assessment & Authorization (A&A) processes.

23. Experience performing system configuration and patch management on live critical systems.

24. Experience implementing corrective actions to address identified vulnerabilities, negotiate and coordinate with the program on an acceptable mitigation plan, and then verifying those mitigations were effectively implemented.

25. Experience acting as a point of contact (POC) with department personnel and performing requirements gathering and application design to support operational facing customer needs in an Agile methodology.

SAIC accepts applications on an ongoing basis and there is no deadline.
Covid Policy: SAIC does not require COVID-19 vaccinations or boosters. Customer site vaccination requirements must be followed when work is performed at a customer site.

Overview

SAIC® is a premier Fortune 500® technology integrator focused on advancing the power of technology and innovation to serve and protect our world. Our robust portfolio of offerings across the defense, space, civilian and intelligence markets includes secure high-end solutions in mission IT, enterprise IT, engineering services and professional services. We integrate emerging technology, rapidly and securely, into mission critical operations that modernize and enable critical national imperatives.
We are approximately 24,000 strong; driven by mission, united by purpose, and inspired by opportunities. SAIC is an Equal Opportunity Employer, fostering a culture of diversity, equity and inclusion, which is core to our values and important to attract and retain exceptional talent. Headquartered in Reston, Virginia, SAIC has annual revenues of approximately $7.4 billion. For more information, visit saic.com. For ongoing news, please visit our newsroom.