AI/ML + Full Stack Developer

Peraton • Reston, VA

1d • Onsite

About The Position

Using a holistic approach, designs, develops, evaluates and modifies end-to-end systems and systems-oriented products through their entire life cycle. Establishes and coordinates development of standards, practices, and procedures as related to the overall product development. Designs interfaces and brings system elements together so they work as a whole. Assesses performance using evaluation criteria and technical performance measures. Participates in system conceptual design and documentation of the design concepts. Participates in design reviews of components (hardware and software) to ensure applicability to the current system and traceability of requirements through compliance verification and validation. Involved in the analysis of unstructured and semi-structured data, including latent semantic indexing (LSI), entity identification and tagging, complex event processing (CEP), and the application of analysis algorithms on distributed, clustered, and cloud-based high-performance infrastructures. Implements DevSecOps CI/CD pipelines using tools such as Jenkins, Git, and Artifactory. Performs security hardening, patching and server certificate updates. Works with Cloud technologies. Develops documentation for System Installation Plans and System Administration Guides.
Experience with software development, either an open-source enterprise software development stack (Java/Linux/Ruby/Python) or a Windows development stack (.NET, C#, C++). Experience with data transport and transformation APIs and technologies such as JSON, XML, XSLT, JDBC, SOAP and REST. Experience with Cloud-based data analysis tools including Hadoop and Mahout, Acumulo, Hive, Impala, Pig, and similar. Experience with visual analytic tools like Microsoft Pivot, Palantir, or Visual Analytics. Experience with open source textual processing such as Lucene, Sphinx, Nutch or Solr. Experience with entity extraction and conceptual search technologies such as LSI, LDA, etc. Experience with machine learning, algorithm analysis, and data clustering.

Requirements

• Bachelor's degree in an area relevant to the position with 12 or more years of relevant experience, or minimum of 10 years with a Master's degree or a minimum of 7 years with Ph.D. 4 years additional experience may be considered in lieu of degree.
• Active TS/SCI or SCI eligibility and active polygraph or ability to obtain a polygraph
• Security+ or other IAT II/III level certification that is currently active
• Experience work with the AWS Cloud (EC2s, S3, RDS, ElasticCache)
• Python scripting, Pandas, Excel, Jupyter Notebooks
• Experience with collection and analysis of structured, semi-structured, and unstructured data
• AL/ML Experience
• CI/CD tools: Jenkins, Git, Artifactory
• Work in a SCIF is required, but hours are flexible
• Experience with software development, either an open-source enterprise software development stack (Java/Linux/Ruby/Python) or a Windows development stack (.NET, C#, C++)
• Experience with data transport and transformation APIs and technologies such as JSON, XML, XSLT, JDBC, SOAP and REST
• Experience with Cloud-based data analysis tools including Hadoop and Mahout, Acumulo, Hive, Impala, Pig, and similar
• Experience with visual analytic tools like Microsoft Pivot, Palantir, or Visual Analytics
• Experience with open source textual processing such as Lucene, Sphinx, Nutch or Solr
• Experience with entity extraction and conceptual search technologies such as LSI, LDA, etc.
• Experience with machine learning, algorithm analysis, and data clustering

Nice To Haves

• Experience working with OpenShift, Keycloak, PostgreSQL, Ansible, Wildfly
• Experience working with Kafka, Elasticsearch, Wildfly, Docker, Maven
• Leading an Agile scrum team
• Managing multiple environments (dev, test and prod)
• Current CI poly

Responsibilities

• designs, develops, evaluates and modifies end-to-end systems and systems-oriented products through their entire life cycle
• Establishes and coordinates development of standards, practices, and procedures as related to the overall product development
• Designs interfaces and brings system elements together so they work as a whole
• Assesses performance using evaluation criteria and technical performance measures
• Participates in system conceptual design and documentation of the design concepts
• Participates in design reviews of components (hardware and software) to ensure applicability to the current system and traceability of requirements through compliance verification and validation
• Involved in the analysis of unstructured and semi-structured data, including latent semantic indexing (LSI), entity identification and tagging, complex event processing (CEP), and the application of analysis algorithms on distributed, clustered, and cloud-based high-performance infrastructures
• Implements DevSecOps CI/CD pipelines using tools such as Jenkins, Git, and Artifactory
• Performs security hardening, patching and server certificate updates
• Works with Cloud technologies
• Develops documentation for System Installation Plans and System Administration Guides

Benefits

• Peraton offers enhanced benefits to employees working on this critical National Security program, which include heavily subsidized employee benefits coverage for you and your dependents, 25 days of PTO accrued annually up to a generous PTO cap and eligible to participate in an attractive bonus plan.

What This Job Offers

• Job Type: Full-time
• Career Level: Mid Level
• Number of Employees: 5,001-10,000 employees