Wyetech, LLC
Software Engineer 2
Wyetech, LLC, Baltimore, Maryland, United States,
The Software Engineer develops, maintains, and enhances complex and diverse software systems (e.g., processing-intensive analytics, novel algorithm development, manipulation of extremely large data sets, real-time systems, and business management information systems) based upon documented requirements. Works individually or as part of a team. Reviews and tests software components for adherence to the design requirements and documents test results. Resolves software problem reports. Utilizes software development and software design methodologies appropriate to the development environment. Provides specific input to the software components of system design to include hardware/software trade-offs, software reuse, use of Commercial Off-the-shelf (COTS)/Government Off-the-shelf (GOTS) in place of new development, and requirements analysis and synthesis from system level to individual software components.
Capabilities
Analyze user requirements to derive software design and performance requirementsDesign and code new software or modify existing software to add new featuresDebug existing software and correct defectsIntegrate existing software into new or modified systems or operating environmentsDevelop simple data queries for existing or proposed databases or data repositoriesProvide recommendations for improving documentation and software development process standardsDevelop or implement algorithms to meet or exceed system performance and functional standardsAssist with developing and executing test procedures for software componentsWrite or review software and system documentationDevelop software solutions by analyzing system performance standards, confer with users or system engineers; analyze systems flow, data usage and work processes; and investigate problem areasServe as team lead at the level appropriate to the software development process being used on any particular projectModify existing software to correct errors, to adapt to new hardware, or to improve its performanceDesign, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of designDesign or implement complex database or data repository interfaces/queriesOversee one or more software development teams and ensure the work is completed in accordance with the constraints of the software development process being used on any particular projectDesign or implement complex algorithms requiring adherence to strict timing, system resource, or interface constraints; Perform quality control on team productsConfer with system engineers and hardware engineers to derive software requirements and to obtain information on project limitations and capabilities, performance requirements and interfacesCoordinate software system installation and monitor equipment functioning to ensure operational specifications are metImplement recommendations for improving documentation and software development process standardsRequired Qualifications
TS/SCI with Agency Appropriate PolygraphFourteen (14) years experience as a SWE in programs and contracts of similar scope, type, and complexity is requiredBachelor’s degree in Computer Science or related discipline from an accredited college or university is requiredFour (4) years of additional SWE experience on projects with similar software processes may be substituted for a bachelor’s degreeCloud Experience: Shall have three (3) years demonstrated work experience with distributed scalable Big Data Store (NoSQL) such as Hbase, CloudBase/Acumulo, Big Table, etc.; Shall have demonstrated work experience with the Map Reduce programming model and technologies such as Hadoop, Hive, Pig, etc.; Shall have demonstrated work experience with the Hadoop Distributed File System (HDFS); Shall have demonstrated work experience with Serialization such as JSON and/or BSONRequired Technical Skills
Sourcing for a SWE2 candidate for an AI/ML role.Desired Technical Skills
Large Data Set Analysis, cleanup, and formatting for machine learningPerformed Natural Language Processing especially focused on machine learning techniques for entity extractionDesigned and developed deep learning modelsMachine learning optimization via feature selection, metrics analysis, and architecture/hyperparameter adjustmentMultiple years of PythonFamiliarity with data processing and machine learning python libraries including numpy, pandas, scitlearn, tensorflow, and pytorch.Experience with large language models (LLM) and Retrieval-Augmented Generation (RAG)Deployed models into a larger system and monitored real-time performanceExperience with docker, GitHub/gitlab, and JiraWyetech, LLC is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or protected veteran status and will not be discriminated against on the basis of disability.
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Capabilities
Analyze user requirements to derive software design and performance requirementsDesign and code new software or modify existing software to add new featuresDebug existing software and correct defectsIntegrate existing software into new or modified systems or operating environmentsDevelop simple data queries for existing or proposed databases or data repositoriesProvide recommendations for improving documentation and software development process standardsDevelop or implement algorithms to meet or exceed system performance and functional standardsAssist with developing and executing test procedures for software componentsWrite or review software and system documentationDevelop software solutions by analyzing system performance standards, confer with users or system engineers; analyze systems flow, data usage and work processes; and investigate problem areasServe as team lead at the level appropriate to the software development process being used on any particular projectModify existing software to correct errors, to adapt to new hardware, or to improve its performanceDesign, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of designDesign or implement complex database or data repository interfaces/queriesOversee one or more software development teams and ensure the work is completed in accordance with the constraints of the software development process being used on any particular projectDesign or implement complex algorithms requiring adherence to strict timing, system resource, or interface constraints; Perform quality control on team productsConfer with system engineers and hardware engineers to derive software requirements and to obtain information on project limitations and capabilities, performance requirements and interfacesCoordinate software system installation and monitor equipment functioning to ensure operational specifications are metImplement recommendations for improving documentation and software development process standardsRequired Qualifications
TS/SCI with Agency Appropriate PolygraphFourteen (14) years experience as a SWE in programs and contracts of similar scope, type, and complexity is requiredBachelor’s degree in Computer Science or related discipline from an accredited college or university is requiredFour (4) years of additional SWE experience on projects with similar software processes may be substituted for a bachelor’s degreeCloud Experience: Shall have three (3) years demonstrated work experience with distributed scalable Big Data Store (NoSQL) such as Hbase, CloudBase/Acumulo, Big Table, etc.; Shall have demonstrated work experience with the Map Reduce programming model and technologies such as Hadoop, Hive, Pig, etc.; Shall have demonstrated work experience with the Hadoop Distributed File System (HDFS); Shall have demonstrated work experience with Serialization such as JSON and/or BSONRequired Technical Skills
Sourcing for a SWE2 candidate for an AI/ML role.Desired Technical Skills
Large Data Set Analysis, cleanup, and formatting for machine learningPerformed Natural Language Processing especially focused on machine learning techniques for entity extractionDesigned and developed deep learning modelsMachine learning optimization via feature selection, metrics analysis, and architecture/hyperparameter adjustmentMultiple years of PythonFamiliarity with data processing and machine learning python libraries including numpy, pandas, scitlearn, tensorflow, and pytorch.Experience with large language models (LLM) and Retrieval-Augmented Generation (RAG)Deployed models into a larger system and monitored real-time performanceExperience with docker, GitHub/gitlab, and JiraWyetech, LLC is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or protected veteran status and will not be discriminated against on the basis of disability.
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