AWS Certified Machine Learning
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Role details
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Job description
The team is seeking a Software Engineer to devise strategies to extract meaning and value from structured and unstructured data; leverage statistical methods and/or machine learning to discover patterns and behaviors of entities; use query and visualization tools, such as DataXplorer and GMAE, to present question focused datasets in a story-like manner; work with various domains of metadata to develop new methodologies and techniques for automated data characterization; analyze and develop requirements to support the characterization and ingestion of new and existing data types; collaborate with customer teams to understand direct mission needs and requirements; devise strategies to extract meaning and value from structured and unstructured data; and collaborate with customer teams to understand mission needs. The team is looking for someone that is knowledgeable with data enrichment/conversion methods, familiar with data ontologies/schemas, strong knowledge of structured data types (XML, CSV, JSON), and has database experience. JAVA/python, analytic development experience, and working knowledge of NIFI are highly desired.
Supports a suite of web-based applications that automate data management for IC data custodians. The products facilitate the capture of information and approvals that allow for the movement of data through the customer mission space in a compliant manner. These products are critical to standardize and simplify data movement as well as data reuse and integration with downstream tools. The TTO is performed out of the Peraton facility and offers flexible hours.
Requirements
- A Bachelor’’s Degree in Computer Science or in a related technical field from an accredited college or university is highly desired which will be considered equivalent to two (2) years of experience. NOTE: A degree in Mathematics, Information Systems, Engineering, or similar degree will be considered as a technical field.
- Shall have at least 8 years of experience in software engineering, including requirements analysis, software development, installation, evaluation, enhancement, maintenance, and problem diagnosis/resolution
- Recommend new technologies and processes for complex software projects
- Serve as the technical lead of multiple software development teams. Select the software development process in coordination with the customer and system engineering. Ensure quality control of all developed and modified software.
- Delegate programming and testing responsibilities to one or more teams and monitor their performance
- Develop simple data queries for existing or proposed databases or data repositories
- A TS/SCI w/Poly is required., * Analytic development experience using scripting languages such as Python and Scala to use statistical libraries against data
- Skilled with big data processing frameworks such as Pig, MapReduce and Spark to scale algorithms over large volumes of data
- Experience employing combination (2 or more) of analysis, computer science, mathematics, and software engineering skills to devise strategies for extracting meaning and value from large datasets
- Experience with predictive analytics, machine learning, and data mining
- Skilled with data flows, Pig scripting, Hadoop MapReduce, and various analytic tools
- Skilled working with development and SE teams, other stakeholders agencies, and leadership
- Knowledge of data indexing and analytic development
- Experience working with cloud service providers and data stewards
- Demonstrated experience in network metadata processing, manipulation, and analysis in support of intelligence analysis, Algorithms, Amazon Web Services (AWS), Analysis Skills, Apache Hadoop, Apache Pig, Big Data, Cloud Computing, Computer Science, Cyberspace, Data Analysis, Data Management, Data Mining, Data Processing, Data Sets, Database Technology, Develop Methodologies, Engineering, Integrated Circuits (ICs), Intelligence Analysis, Internet Application, JSON, Java, Leadership, Machine Learning, MapReduce, Math Software, Mathematics, Metadata, Needs Assessment, Ontology, Performance Analysis, Predictive Modeling, Problem Solving Skills, Process Management, Python Programming/Scripting Language, Quality Control, Requirements Management, Scala Programming Language, Scripting (Scripting Languages), Sensitive Compartmented Information (SCI), Software Development, Software Engineering, Software Installation, Statistics, Structured Data, Systems Engineering, Technical Leadership, Testing, Top Secret Clearance, Unstructured Data, XML (EXtensible Markup Language)
Benefits & conditions
$176,000 - $282,000. This represents the typical salary range for this position. Salary is determined by various factors, including but not limited to, the scope and responsibilities of the position, the individual’s experience, education, knowledge, skills, and competencies, as well as geographic location and business and contract considerations. Depending on the position, employees may be eligible for overtime, shift differential, and a discretionary bonus in addition to base pay.
About the company
Peraton offers enhanced benefits to employees working on our critical National Security programs, 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., Peraton is a next-generation national security company that drives missions of consequence spanning the globe and extending to the farthest reaches of the galaxy. As the world’s leading mission capability integrator and transformative enterprise IT provider, we deliver trusted, highly differentiated solutions and technologies to protect our nation and allies. Peraton operates at the critical nexus between traditional and nontraditional threats across all domains: land, sea, space, air, and cyberspace. The company serves as a valued partner to essential government agencies and supports every branch of the U.S. armed forces. Each day, our employees do the can’t be done by solving the most daunting challenges facing our customers. Visit peraton.com to learn how we’re keeping people around the world safe and secure.
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