Thomas & Herbert Consulting LLC
Exploitation Specialist - Data Scientist – Senior
Thomas & Herbert Consulting LLC, Springfield, Virginia, us, 22161
Position Requirement:
·
MUST BE A US CITIZEN. ·
ACTIVE TS/SCI CLEARANCE REQUIRED ·
MINIMUM OF 5 YEARS OF EXPERIENCE REQUIRED ·
EXPERIENCE WITH PERFORMING THIS ROLE AT THE OFFICE OF SCIENCE AND METHODOLOGIES (ATS) AT THE NATIONAL GEOSPATIAL INTELLIGENCE AGENCY REQUIRED Skills and Experience (Required): Proficient in Python, PIG, Java, Javascript, SQL, R, spatial analysis tools and concepts, data mining methods, database structures, analytical information extraction and visualization, training in applied math including statistics, math modeling to support temporal and pattern analysis, correlation of events, probability analysis, assessment of sampling, ANOVA and error, regression testing and analysis, hypothesis testing, visualization, process automation, familiarization with modeling software (JEMA, Hyperion, Breakdown, FME, SPSS, SAS for process repeatability, efficiency, knowledge capture). Experience with managing data science projects, workflows, programmatically connecting database and web data sources, knowledge and skills in data mining, cleansing, exploring spatial/non-spatial and temporal data both in structured and non-structured formats, experience with two or more cloud tools (Data Bricks, Docker containers, Jupyter Hub, Zeppelin, Apache Spark, Centos, Jenkins, GIT), and experience with ESRI tools and software. · Utilize advanced analytic tools and techniques to analyze data and help analysis to improve performance and decision making. · Derive data insights for analysis by using complex ML and visualization techniques. · Automate existing, and improve efficiencies of, analytic workflows through Analysis Directorate. · Develop scripts to pull data from ESRI database, CTD and NGA and NGA mission partner databases. · Optimize existing databases to speed query, I/O, visualization of data, and coordinate with LOB’s analytic modernization team to develop and document strategies to expose new datasets and create migration plans for legacy systems. · Develop and progress AI and ML and CV workflows to improve efficiency of GeoInt analysis. · Build and develop custom solutions (tools, processes, etc.) that adhere to enterprise architecture standards to automate and assist analytic endeavors as submitted by LOB’s analytic units. · Facilitate
Mind Map
sessions to deconstruct intelligence problems, discover new KIQ’s and create schema to maximize analyst’s workflow and support effective time management. · Establish analytic rigor, maintain trust in NGA GeoInt assessments by creating data commonality in criteria, and core principles and language. · Support database requirements for data visualizations, collection models and performance analytics that enhance analyst workflows. · Visualize SOM, CTD activity, structured and unstructured data using reporting tools approved by NGA while automating data flow to report system. · Assist development of data schemas compatible with international partners for interoperability. · Document effective communication work performed, results, and associated impact in writing weekly or as required to inform formal intelligence reports, office activity reports, and facilitate knowledge management and broad sharing of information. Job Type: Full-time Pay: $150,000.00 - $180,000.00 per year Benefits: 401(k) Dental insurance Employee assistance program Health insurance Life insurance Paid time off Parental leave Professional development assistance Referral program Relocation assistance Retirement plan Vision insurance Schedule: Monday to Friday Work Location:
In person
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MUST BE A US CITIZEN. ·
ACTIVE TS/SCI CLEARANCE REQUIRED ·
MINIMUM OF 5 YEARS OF EXPERIENCE REQUIRED ·
EXPERIENCE WITH PERFORMING THIS ROLE AT THE OFFICE OF SCIENCE AND METHODOLOGIES (ATS) AT THE NATIONAL GEOSPATIAL INTELLIGENCE AGENCY REQUIRED Skills and Experience (Required): Proficient in Python, PIG, Java, Javascript, SQL, R, spatial analysis tools and concepts, data mining methods, database structures, analytical information extraction and visualization, training in applied math including statistics, math modeling to support temporal and pattern analysis, correlation of events, probability analysis, assessment of sampling, ANOVA and error, regression testing and analysis, hypothesis testing, visualization, process automation, familiarization with modeling software (JEMA, Hyperion, Breakdown, FME, SPSS, SAS for process repeatability, efficiency, knowledge capture). Experience with managing data science projects, workflows, programmatically connecting database and web data sources, knowledge and skills in data mining, cleansing, exploring spatial/non-spatial and temporal data both in structured and non-structured formats, experience with two or more cloud tools (Data Bricks, Docker containers, Jupyter Hub, Zeppelin, Apache Spark, Centos, Jenkins, GIT), and experience with ESRI tools and software. · Utilize advanced analytic tools and techniques to analyze data and help analysis to improve performance and decision making. · Derive data insights for analysis by using complex ML and visualization techniques. · Automate existing, and improve efficiencies of, analytic workflows through Analysis Directorate. · Develop scripts to pull data from ESRI database, CTD and NGA and NGA mission partner databases. · Optimize existing databases to speed query, I/O, visualization of data, and coordinate with LOB’s analytic modernization team to develop and document strategies to expose new datasets and create migration plans for legacy systems. · Develop and progress AI and ML and CV workflows to improve efficiency of GeoInt analysis. · Build and develop custom solutions (tools, processes, etc.) that adhere to enterprise architecture standards to automate and assist analytic endeavors as submitted by LOB’s analytic units. · Facilitate
Mind Map
sessions to deconstruct intelligence problems, discover new KIQ’s and create schema to maximize analyst’s workflow and support effective time management. · Establish analytic rigor, maintain trust in NGA GeoInt assessments by creating data commonality in criteria, and core principles and language. · Support database requirements for data visualizations, collection models and performance analytics that enhance analyst workflows. · Visualize SOM, CTD activity, structured and unstructured data using reporting tools approved by NGA while automating data flow to report system. · Assist development of data schemas compatible with international partners for interoperability. · Document effective communication work performed, results, and associated impact in writing weekly or as required to inform formal intelligence reports, office activity reports, and facilitate knowledge management and broad sharing of information. Job Type: Full-time Pay: $150,000.00 - $180,000.00 per year Benefits: 401(k) Dental insurance Employee assistance program Health insurance Life insurance Paid time off Parental leave Professional development assistance Referral program Relocation assistance Retirement plan Vision insurance Schedule: Monday to Friday Work Location:
In person
#J-18808-Ljbffr