ManTech
Senior Data Scientist
ManTech - Ashburn, Virginia, United States, 22011
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Overview
Join to apply for the
Senior Data Scientist
role at
ManTech 6 days ago Be among the first 25 applicants Join to apply for the
Senior Data Scientist
role at
ManTech ManTech
seeks a motivated, career and customer oriented
Senior Data Scientist
to join our team in
Ashburn, Virginia . This position is onsite two days a week.
Each day U.S. Customs and Border Protection (CBP) oversees the massive flow of people, capital, and products that enter and depart the United States via air, land, sea, and cyberspace. The volume and complexity of both physical and virtual border crossings require the application of solutions to promote efficient trade and travel.
Responsibilities Include But Are Not Limited To
Perform hands-on analysis and modeling involving the creation of intervention hypotheses and experiments, assessment of data needs and available sources, determination of optimal analytical approaches, performance of exploratory data analysis, and feature generation (e.g., identification, derivation, aggregation). Collaborate with mission stakeholders to define, frame, and scope mission challenges where big data interventions may offer important mitigations and develop robust project plans with key milestones, detailed deliverables, robust work tracking protocols, and risk mitigation strategies. Demonstrate proficiency in extracting, cleaning, and transforming CBP transactional and mission data associated within an identified problem space to build predictive models as well as develop appropriate supporting documentation. Leverage knowledge of a variety of statistical and machine learning techniques and methods to define and develop programming algorithms; train, evaluate, and deploy predictive analytics models that directly inform mission decisions. Execute projects including those intended to identify patterns and/or anomalies in large datasets; perform automated text/data classification and categorization as well as entity recognition, resolution and extraction; and named entity matching. Brief project management, technical design, and outcomes to both technical and non-technical audiences including senior government stakeholders throughout the model development/ project lifecycle through written as well as in-person reporting.
Minimum Qualifications
HS Diploma/GED and 15-20 years or AA/AS and 13-18 years or BS/BA and 7-12 years or MS/MA/MBA and 5-9 years or PHD/Doctorate and 3-7 years. Experience in developing machine learning models and applying advanced analytics solutions to solve complex business problems Experience with programming languages including: SQL, R, Python, Scala, Java. Experience constructing and executing queries to extract data in support of EDA and model development Proficiency with statistical software packages including: SAS, SPSS Modeler, R, WEKA, or equivalent Experience with pattern recognition and extraction, automated classification, and categorization Experience with entity resolution (e.g., record linking, named-entity matching, deduplication/ disambiguation)
Preferred Qualifications
Proficiency with Unsupervised Machine Learning methods including Cluster Analysis (e.g., K-means, K-nearest Neighbor, Hierarchical, Deep Belief Networks, Principal Component Analysis), Segmentation, etc. Proficiency with Supervised Machine Learning methods including Decision Trees, Support Vector Machines, Logistic Regression, Random/Rotation Forests, Categorization/Classification, Neural Nets, Bayesian Networks, etc. Experience with pattern recognition and extraction, automated classification, and categorization Experience with entity resolution (e.g., record linking, named-entity matching, deduplication/ disambiguation) Experience with visualization tools and techniques (e.g., Periscope, Business Objects, D3, ggplot, Tableau, SAS Visual Analytics, PowerBI) Experience with big data technologies (e.g., Hadoop, HIVE, HDFS, HBase, MapReduce, Spark, Kafka, Sqoop) Master’s Degree in mathematics, statistics, computer science/engineering, or other related technical fields with equivalent practical experience
Clearance Requirements
Must be a US Citizen and able to obtain and maintain a U.S. Customs and Border Protection (CBP) suitability prior to starting this position
Physical Requirements
Must be able to be in a stationary position more than 50% of the time. Must be able to communicate, converse, and exchange information with peers and senior personnel. Constantly operates a computer and other office productivity machinery, such as a computer.
Seniority level
Seniority level Mid-Senior level Employment type
Employment type Full-time Job function
Job function Engineering and Information Technology Industries IT Services and IT Consulting Referrals increase your chances of interviewing at ManTech by 2x Sign in to set job alerts for “Senior Data Scientist” roles.
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Senior Data Scientist
role at
ManTech 6 days ago Be among the first 25 applicants Join to apply for the
Senior Data Scientist
role at
ManTech ManTech
seeks a motivated, career and customer oriented
Senior Data Scientist
to join our team in
Ashburn, Virginia . This position is onsite two days a week.
Each day U.S. Customs and Border Protection (CBP) oversees the massive flow of people, capital, and products that enter and depart the United States via air, land, sea, and cyberspace. The volume and complexity of both physical and virtual border crossings require the application of solutions to promote efficient trade and travel.
Responsibilities Include But Are Not Limited To
Perform hands-on analysis and modeling involving the creation of intervention hypotheses and experiments, assessment of data needs and available sources, determination of optimal analytical approaches, performance of exploratory data analysis, and feature generation (e.g., identification, derivation, aggregation). Collaborate with mission stakeholders to define, frame, and scope mission challenges where big data interventions may offer important mitigations and develop robust project plans with key milestones, detailed deliverables, robust work tracking protocols, and risk mitigation strategies. Demonstrate proficiency in extracting, cleaning, and transforming CBP transactional and mission data associated within an identified problem space to build predictive models as well as develop appropriate supporting documentation. Leverage knowledge of a variety of statistical and machine learning techniques and methods to define and develop programming algorithms; train, evaluate, and deploy predictive analytics models that directly inform mission decisions. Execute projects including those intended to identify patterns and/or anomalies in large datasets; perform automated text/data classification and categorization as well as entity recognition, resolution and extraction; and named entity matching. Brief project management, technical design, and outcomes to both technical and non-technical audiences including senior government stakeholders throughout the model development/ project lifecycle through written as well as in-person reporting.
Minimum Qualifications
HS Diploma/GED and 15-20 years or AA/AS and 13-18 years or BS/BA and 7-12 years or MS/MA/MBA and 5-9 years or PHD/Doctorate and 3-7 years. Experience in developing machine learning models and applying advanced analytics solutions to solve complex business problems Experience with programming languages including: SQL, R, Python, Scala, Java. Experience constructing and executing queries to extract data in support of EDA and model development Proficiency with statistical software packages including: SAS, SPSS Modeler, R, WEKA, or equivalent Experience with pattern recognition and extraction, automated classification, and categorization Experience with entity resolution (e.g., record linking, named-entity matching, deduplication/ disambiguation)
Preferred Qualifications
Proficiency with Unsupervised Machine Learning methods including Cluster Analysis (e.g., K-means, K-nearest Neighbor, Hierarchical, Deep Belief Networks, Principal Component Analysis), Segmentation, etc. Proficiency with Supervised Machine Learning methods including Decision Trees, Support Vector Machines, Logistic Regression, Random/Rotation Forests, Categorization/Classification, Neural Nets, Bayesian Networks, etc. Experience with pattern recognition and extraction, automated classification, and categorization Experience with entity resolution (e.g., record linking, named-entity matching, deduplication/ disambiguation) Experience with visualization tools and techniques (e.g., Periscope, Business Objects, D3, ggplot, Tableau, SAS Visual Analytics, PowerBI) Experience with big data technologies (e.g., Hadoop, HIVE, HDFS, HBase, MapReduce, Spark, Kafka, Sqoop) Master’s Degree in mathematics, statistics, computer science/engineering, or other related technical fields with equivalent practical experience
Clearance Requirements
Must be a US Citizen and able to obtain and maintain a U.S. Customs and Border Protection (CBP) suitability prior to starting this position
Physical Requirements
Must be able to be in a stationary position more than 50% of the time. Must be able to communicate, converse, and exchange information with peers and senior personnel. Constantly operates a computer and other office productivity machinery, such as a computer.
Seniority level
Seniority level Mid-Senior level Employment type
Employment type Full-time Job function
Job function Engineering and Information Technology Industries IT Services and IT Consulting Referrals increase your chances of interviewing at ManTech by 2x Sign in to set job alerts for “Senior Data Scientist” roles.
Director, Data Science Division (Remote, US only)
Research Scientist, Global Hiring Science (GHS)
Senior Data Scientist (Underwriting Credit Policy)
Principle Geospatial Scientist (Data Publishing/Cataloging Manager
Rockville, MD $127,250.00-$160,750.00 4 days ago Senior Data Analyst - Talent Acquisition
Managing Consultant Financial Modeler Data Scientist
Senior Data Analyst (TRICARE Encounter Data)
McLean, VA $85,150.00-$153,925.00 1 week ago McLean, VA $126,100.00-$227,950.00 4 days ago Data Scientist / ML Engineer - Secret Clearance Required
Reston, VA $200,000.00-$250,000.00 1 day ago McLean, VA $126,100.00-$227,950.00 1 week ago Data Scientist, AWS Professional Services
Arlington, VA $125,500.00-$212,800.00 1 week ago Reston, VA $99,000.00-$225,000.00 2 days ago Data Scientist in Vienna, VA, Winchester VA or Pensacola FL
Arlington, VA $170,000.00-$205,000.00 1 week ago We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
#J-18808-Ljbffr