Request ID: XXXX0-1
Duration: X+ Months
Location work will be performed: Remote
Job Title: Data Scientist
Job Title: Consultant SME (Data Scientist) IV
Citizenship: US Citizen or permanent status Green Card holder
The Data Scientists will be responsible for helping identify intelligence hidden in vast amounts of data and illuminating networks of concern and direct investigative decisions in order to deliver high quality investigative products. The primary focus will be in applying data mining techniques, doing statistical analysis, building high quality prediction systems, and integrating these specialties and results with our products.
The Data Scientists will use classified (if Security Clearance is high enough) and unclassified systems in support of creating targetable opportunities by identifying individuals and drugs and/or weapons trafficking organizations that pose a threat to the mail stream and USPS customers, employees, and infrastructure. USPIS seeks to have the data scientists use analytical targeting information from CBP’s Team Avenger program. The associated Data Scientists will embed themselves with the USPIS Program Manager assigned to CBP – NTC and analyze the processes already in place to find a way to incorporate those processes within the USPIS target model.
Description:
Identifies business trends and problems through complex big data analysis. Interprets results from multiple sources using a variety of techniques, ranging from simple data aggregation via statistical analysis to complex data mining independently. Designs, develops and implements the most valuable business solutions for the organization. Prepares big data, implements data models and develops database to support the business solutions.
Description:
- Fifteen (15) year ‘s relevant Data Analyst/Data mining experience to include but not limited to, Cloud resource hosting solution for APOLLO, HYDRA and ORION.
- Works on high-visibility, or mission critical aspects of a given program, and performs all functional duties independently.
- Oversees the efforts of direct reporting resources and/or be responsible for the efforts of all staff assigned to a specific job.
- Complete/delivery of the following Tasks:
Task #1: Developing and Building Automated Tools
Description: USPIS requires the Suppliers to select features and build and optimize classifiers using machine learning techniques associated to automation when working with large data sets.
Deliverables: Creating usable tools and systems to streamline processes and reduce manual resource hours.
Acceptance Criteria: The deliverable must meet the following acceptance criteria in addition to compliance with the technical approach outlined below: Must follow guidelines acceptable to USPIS, USPIS Office of Counsel, and USPS technical departments.
Task #2: Data Mining using state-of-the-art methods
Description: USPIS requires the Suppliers to utilize state-of-the-art methods to mine large data sets in various formats and from various sources at their access to produce intelligence products to support USPIS strategies and mission.
Deliverables: Useable and understandable product results will be derived from data mining.
Acceptance Criteria: The deliverable must meet the following acceptance criteria in addition to compliance with the technical approach outlined below: Must be formatted in a way that is acceptable to Inspectors for use in the field with data that is helpful and drives intel-based targeting and investigations.
Task #3: Provide third party data, where applicable, to enhance product results
Description: USPIS requires the Suppliers to utilize any available third-party data sources to enhance and extend the USPS/USPIS data to provide a more comprehensive analytical picture.
Deliverables: Complete and comprehensive product results utilizing internal data and external data where, authorized and acceptable.
Acceptance Criteria: The deliverable must meet the following acceptance criteria in addition to compliance with the technical approach outlined below: The use of any third-party data used should be authorized by the providing entity and acceptable by USPIS.
Task #4: Enhance data collection procedures
Description: USPIS requires the Suppliers to Enhance data collection procedures to automate repetitive processes, include relevant data for building analytical systems, process, cleanse and verify the integrity of the data.
Deliverables: Provide a technologically advanced data collection system.
Acceptance Criteria: The deliverable must meet the following acceptance criteria in addition to compliance with the technical approach outlined below: Criteria would include the automation process for collecting data for building analytical systems. The data must be processed, cleansed and the integrity of the data must be verified.
Task #5: Conduct ad-hoc analysis and present results
Description: USPIS requires the Suppliers to Conduct ad-hoc analysis and present results in a clear manner which could include presentations, written documents and/or graphs and charts for visual aids.
Deliverables: Product outputs from ad-hoc analysis requests from CI2
Acceptance Criteria: The deliverable must meet the following acceptance criteria in addition to compliance with the technical approach outlined below: The product must contain an output presented in a variety of formats for clear understanding by intended audiences.
Task #X: Create automated anomaly detection systems
Description: USPIS requires the Suppliers to create an automated detection system with internal tracking of its performance.
Deliverables: Automated anomaly detection system.
Acceptance Criteria: The deliverable must meet the following acceptance criteria in addition to compliance with the technical approach outlined below: Anomaly detection system with a built-in process to track performance of the system.
Task #X: Assist in general IT support as needed
Description: USPIS requires the Suppliers to assist with general IT support as needed for the skill level of the data scientists.
Deliverables: Successful assistance in general IT support within the CIX and CIX NTC environment
Acceptance Criteria: The deliverable must meet the following acceptance criteria in addition to compliance with the technical approach outlined below: Support will be provided in a way that adheres to USPS and USPIS policy and is acceptable to USPIS.
Task #X: Continue to enhance a Cloud resource hosting solution
Description: USPIS requires the Suppliers to Enhance and support a Cloud resource hosting solution for APOLLO, HYDRA and ORION.
Deliverables: Fully Cloud resource-hosted and accessible tools including APOLLO, HYDRA and ORION.
Acceptance Criteria: The deliverable must meet the following acceptance criteria in addition to compliance with the technical approach outlined below: Tools must be hosted and made accessible to Inspectors in the field.
Education Requirements:
- A minimum of thirteen (13) to twenty (20) years’ relevant experience
- A degree from an accredited College/University in the applicable field of services is preferred. four additional years of relevant experience in lieu of a college degree is required. If the individualX;s degree is not in the applicable field, then four additional years of related experience is required.
