Data Scientist 2 - Nuclear and Chemical Defense

Pacific Northwest National Laboratory (PNNL); Seattle (WA); On-site; USD 120,000 - 180,000; Full time

Job summary

Pacific Northwest National Laboratory (PNNL) seeks a data science professional to develop and apply methods for chemical and nuclear safeguards data. You will combine ML, statistics, and domain knowledge to answer mission questions and produce scalable, reproducible analyses on complex datasets.

Responsibilities include applying data science to adjudicate threat-related data, deploying models in cloud environments, and contributing to PNNL’s research strengths with clear documentation and

Qualifications

• BS/BA and 2 years of relevant experience or MS/MA or PhD.
• Experience applying ML/AI to network analysis preferred.
• Experience developing, training, and testing ML models in PyTorch.
• Experience working with sensitive data.
• Experience deploying software into cloud environments.
• Ability to contribute knowledge to academic and research strength of PNNL.
• 3+ years of experience with computer vision.
• 3+ years in ML or applied science/research.
• 3+ years of experience with Python, Scala, Java or C/C++.

Responsibilities

• Develop or apply data science methods to analyze data relevant to chemical and nuclear safeguards and defense.
• Apply domain knowledge with statistics, ML, and data modeling to answer mission questions.
• Produce reproducible and scalable solutions driven by exploratory data analysis on high-dimensional data.
• Connect data science concepts to mission needs to adjudicate data about chemical and nuclear threats.

Skills

Data science

Machine learning

Python

Cloud computing

Data modeling

Statistics

Computer vision

Documentation

Security clearance

Education

BS/BA or higher

MS/MA

PhD

Tools

PyTorch

Job description

Responsibilities

• Develop or apply data scientific methods to analyze and adjudicate data relevant to chemical and nuclear safeguards and defense.
• Apply domain knowledge about chemical and nuclear threats and characterization techniques with data science knowledge of statistics, machine learning, advanced mathematics, simulation, software development, and data modeling to actively answer mission questions.
• Produce reproducible and scalable solutions driven by exploratory data analysis from complex and high-dimensional datasets.
• Connect the latest concepts and techniques in data science with known mission needs to help adjudicate data about chemical and

nuclear threats.

Qualifications

Minimum Qualifications:

• BS/BA and 2 years of relevant experience -OR-
• MS/MA -OR-
• PhD

Preferred Qualifications:

• Experience applying machine learning and artificial intelligence to network analysis. Additional domain application is preferred – decentralized network analysis, supply chain analysis, and sensor monitoring.

• Experience developing, training, and testing machine learning models in frameworks like PyTorch.

• Experience working with sensitive data.

• Experience deploying software into cloud-based environments. Domain knowledge about decentralized networks, threat actors,
• emerging threat techniques, and detection and characterization of threats.

• Ability to contribute knowledge to the academic and research strength of PNNL and have experience writing documentation, such as technical reports or scientific publications, demonstrating their insight and discovery.

• 3+ years of experience with computer vision in academia or industry.

• 3+ years in machine learning or applied science/research in academia or industry.

• 3+ years of experience with general purpose programming language (Python, Scala, Java, C, C++, etc.).

• Active Federal Q Clearance and ability to maintain such clearance.

Hazardous Working Conditions/Environment

Not applicable.

Additional Information

This position requires the ability to obtain and maintain a federal security clearance.

Requirements:

• U.S. Citizenship
• Background Investigation: Applicants selected will be subject to a Federal background investigation and must meet eligibility requirements for access to classified matter in accordance with 10 CFR 710, Appendix B.
• Drug Testing: All Security Clearance positions are Testing Designated Positions, which means that the candidate selected is subject to pre-employment and random drug testing. In addition, applicants must be able to demonstrate non-use of illegal drugs, including marijuana, for the 12 consecutive months preceding completion of the requisite Questionnaire for National Security Positions (QNSP).

Note: Applicants will be considered ineligible for security clearance processing by the U.S. Department of Energy until non-use of illegal drugs, including marijuana, for 12 months can be demonstrated.

Testing Designated Position

This position is a Testing Designated Position (TDP). The candidate selected for this position will be subject to pre-employment and random drug testing for illegal drugs, including marijuana, consistent with the Controlled Substances Act and the PNNL Workplace Substance Abuse Program.

About PNNL

Pacific Northwest National Laboratory (PNNL) is a world-class research institution powered by a highly educated, diverse workforce committed to the values of Integrity, Creativity, Collaboration, Impact, and Courage. Every year, scores of dynamic, driven people come to PNNL to work with renowned researchers on meaningful science, innovations and outcomes for the U.S. Department of Energy and other sponsors; here is your chance to be one of them!

At PNNL, you will find an exciting research environment and excellent benefits including health insurance, flexible work schedules and telework options. PNNL is located in eastern Washington State—the dry side of Washington known for its stellar outdoor recreation and affordable cost of living. The Lab’s campus is only a 45-minute flight (or ~3-hour drive) from Seattle or Portland, and is serviced by the convenient PSC airport, connected to 8 major hubs.

Commitment to Excellence, Diversity, Equity, Inclusion, and Equal Employment Opportunity

Our laboratory is committed to a diverse and inclusive work environment dedicated to solving critical challenges in fundamental sciences, national security, and energy resiliency. We are proud to be an Equal Employment Opportunity and Affidative Action employer. In support of this commitment, we encourage people of all racial/ethnic identities, women, veterans, and individuals with disabilities to apply for employment.

Pacific Northwest National Laboratory considers all applicants for employment without regard to race, religion, color, sex (including pregnancy, sexual orientation, and gender identity), national origin, age, disability, genetic information (including family medical history), protected veteran status, and any other status or characteristic protected by federal, state, and/or local laws.

We are committed to providing reasonable accommodations for individuals with disabilities and disabled veterans in our job application procedures and in employment. If you need assistance or an accommodation due to a disability, contact us at [e-mail].

Drug Free Workplace

PNNL is committed to a drug-free workplace supported by Workplace Substance Abuse Program (WSAP) and complies with federal laws prohibiting the possession and use of illegal drugs.

If you are offered employment at PNNL, you must pass a drug test prior to commencing employment. PNNL complies with federal law regarding illegal drug use. Under federal law, marijuana remains an illegal drug. If you test positive for any illegal controlled substance, including marijuana, your offer of employment will be withdrawn.

HSPD-12 PIV Credential Requirement

In accordance with Homeland Security Presidential Directive 12 (HSPD-12) and Department of Energy (DOE) Order 473.1A, new employees are required to obtain and maintain a HSPD-12 Personal Identity Verification (PIV) Credential. To obtain this credential, new employees must successfully complete and pass a Federal Tier 1 background check investigation. This investigation includes a declaration of illegal drug activities, including use, supply, possession, or manufacture within the last year. This includes marijuana and cannabis derivatives, which are still considered illegal under federal law, regardless of state laws.

Mandatory Requirements

Please be aware that the Department of Energy (DOE) prohibits DOE employees and contractors from having any affiliation with the foreign government of a country DOE has identified as a “country of risk” without explicit approval by DOE and Battelle. If you are offered a position at PNNL and currently have any affiliation with the government of one of these countries, you will be required to disclose this information and recuse yourself of that affiliation or receive approval from DOE and Battelle prior to your first day of employment.