Data Scientist III (50% REMOTE) with Security Clearance, Advantex Consulting, Chantilly, VA
Advantex Consulting -
Chantilly, VA,
US
Data Scientist III (50% REMOTE) with Security Clearance
Date Posted: 2024-04-23
Job description
Data Scientist III
Locations: Chantilly, Virginia (50% REMOTE)
Clearance Requirement: Active Top-Secret Clearance (SCI Eligibility) Role & Responsibilities We are seeking a Data Scientist with big data expertise who can leverage experience
and expertise in data exploration, and engineering, to explore, architect, develop, and deploy
application for processing structured and unstructured data into usable data formats for long
term storage, search, and analysis. The right candidate will be part of developing cutting edge
NLP applications. Duties include finding and designing new approaches to handling, analyzing
and using large volumes of law enforcement, intelligence, investigative, and business data sets;
exploring fundamental issues with data handling, search, and retention; solving complex data
and storage issues; designing new software coding to improve data search processes;
designing, testing and validating the quality of the data and data processes; and analyzing and
reporting results with actionable recommendations. Required Qualifications: Six (6) years of experience with languages, such as Java, Scala or Python, used in support of development and production operations. Experience with big data technologies (e.g., Apache Hive, Apache, Pig, Apache Spark, MapReduce, Hadoop, and MongoDB) Have experience on building large language models taking them from research to production. Experience with the AWS A current Top Secret security clearance with SCI eligibility and the ability to obtain a polygraph. Desired Qualifications: Knowledge of MLOps pipeline to support enterprise scale deep learning using Kubernetes or Docker Products implementation experience of TensorFlow and/or PyTorch stack Knowledge of transformer models such as Electra and BERT Good to have in depth experience of Generative AI and mathematics behind it. Experience with search tools - Solr or Elastic Search Have worked in an Agile environment. You have worked on teams that practice Agile methodologies.
Locations: Chantilly, Virginia (50% REMOTE)
Clearance Requirement: Active Top-Secret Clearance (SCI Eligibility) Role & Responsibilities We are seeking a Data Scientist with big data expertise who can leverage experience
and expertise in data exploration, and engineering, to explore, architect, develop, and deploy
application for processing structured and unstructured data into usable data formats for long
term storage, search, and analysis. The right candidate will be part of developing cutting edge
NLP applications. Duties include finding and designing new approaches to handling, analyzing
and using large volumes of law enforcement, intelligence, investigative, and business data sets;
exploring fundamental issues with data handling, search, and retention; solving complex data
and storage issues; designing new software coding to improve data search processes;
designing, testing and validating the quality of the data and data processes; and analyzing and
reporting results with actionable recommendations. Required Qualifications: Six (6) years of experience with languages, such as Java, Scala or Python, used in support of development and production operations. Experience with big data technologies (e.g., Apache Hive, Apache, Pig, Apache Spark, MapReduce, Hadoop, and MongoDB) Have experience on building large language models taking them from research to production. Experience with the AWS A current Top Secret security clearance with SCI eligibility and the ability to obtain a polygraph. Desired Qualifications: Knowledge of MLOps pipeline to support enterprise scale deep learning using Kubernetes or Docker Products implementation experience of TensorFlow and/or PyTorch stack Knowledge of transformer models such as Electra and BERT Good to have in depth experience of Generative AI and mathematics behind it. Experience with search tools - Solr or Elastic Search Have worked in an Agile environment. You have worked on teams that practice Agile methodologies.