AI/ML Software Engineer Developer -SWE2 -TS/SCI with poly with Security Clearance - Aidela
Annapolis Junction, MD 20701
About the Job
Every solution that Aidela provides is rooted in the belief that we are at our best when we are working together to help others achieve their goals. Working with the defense and intelligence industry, we strongly support the achievement of personal career goals and a healthy work-life balance by encouraging conference attendance, self study, open source contributions, or prototype development. AI/ML Software Engineer -SWE2
Security Clearance required: TS/SCI with Poly clearance
Location: Annapolis Junction, MD Salary Range: $165-200K Description: 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. AI/MLEngineer role
Desired Skills:
• Large Data Set Analysis, cleanup, and formatting for machine learning
• Performed Natural Language Processing especially focused on machine learning techniques for entity extraction
• Designed and developed deep learning models
• Machine learning optimization via feature selection, metrics analysis, and architecture/hyperparameter adjustment
• Multiple years of Python
• Familiarity 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 performance
• Experience with docker, GitHub/gitlab, and Jira Required Skills: Fourteen (14) years experience as a SWE in programs and contracts of similar scope, type, and complexity is required. Bachelor’s degree in Computer Science or related discipline from an accredited college or university is required. Four (4) years of additional SWE experience on projects with similar software processes may be substituted for a bachelor’s degree. Qualifications
-Analyze user requirements to derive software design and performance requirements
-Design and code new software or modify existing software to add new features
- Debug existing software and correct defects
-Integrate existing software into new or modified systems or operating environments
- Develop simple data queries for existing or proposed databases or data repositories
-Provide recommendations for improving documentation and software development process standards
-Develop or implement algorithms to meet or exceed system performance and functional standards
- Assist with developing and executing test procedures for software components
- Write or review software and system documentation
- Develop software solutions by analyzing system performance standards, confer with users or system engineers; analyze systems flow, data usage and work processes; and investigate problem areas
-Serve as team lead at the level appropriate to the software development process being used on any particular project
- Modify existing software to correct errors, to adapt to new hardware, or to improve its performance
-Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of design
-Design or implement complex database or data repository interfaces/queries
-Oversee 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 project
-Design or implement complex algorithms requiring adherence to strict timing, system resource, or interface constraints; Perform quality control on team products
-Confer with system engineers and hardware engineers to derive software requirements and to obtain information on project limitations and capabilities, performance requirements and interfaces
-Coordinate software system installation and monitor equipment functioning to ensure operational specifications are met
-Implement recommendations for improving documentation and software development process standards Benefits:
9% Employer 401k contribution
100% company covered medical, dental and vision
STD/LTD, AD&D & Life 100% company covered
Up to 5 weeks paid time off and 11 paid federal holidays
Continual referral bonuses for as long as you both stay with us
Help to upgrade your tech each year
Company swag. Strut your stuff in name brands with our company logo
Corporate happy hours and off-sites for you and your family
Security Clearance required: TS/SCI with Poly clearance
Location: Annapolis Junction, MD Salary Range: $165-200K Description: 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. AI/MLEngineer role
Desired Skills:
• Large Data Set Analysis, cleanup, and formatting for machine learning
• Performed Natural Language Processing especially focused on machine learning techniques for entity extraction
• Designed and developed deep learning models
• Machine learning optimization via feature selection, metrics analysis, and architecture/hyperparameter adjustment
• Multiple years of Python
• Familiarity 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 performance
• Experience with docker, GitHub/gitlab, and Jira Required Skills: Fourteen (14) years experience as a SWE in programs and contracts of similar scope, type, and complexity is required. Bachelor’s degree in Computer Science or related discipline from an accredited college or university is required. Four (4) years of additional SWE experience on projects with similar software processes may be substituted for a bachelor’s degree. Qualifications
-Analyze user requirements to derive software design and performance requirements
-Design and code new software or modify existing software to add new features
- Debug existing software and correct defects
-Integrate existing software into new or modified systems or operating environments
- Develop simple data queries for existing or proposed databases or data repositories
-Provide recommendations for improving documentation and software development process standards
-Develop or implement algorithms to meet or exceed system performance and functional standards
- Assist with developing and executing test procedures for software components
- Write or review software and system documentation
- Develop software solutions by analyzing system performance standards, confer with users or system engineers; analyze systems flow, data usage and work processes; and investigate problem areas
-Serve as team lead at the level appropriate to the software development process being used on any particular project
- Modify existing software to correct errors, to adapt to new hardware, or to improve its performance
-Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of design
-Design or implement complex database or data repository interfaces/queries
-Oversee 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 project
-Design or implement complex algorithms requiring adherence to strict timing, system resource, or interface constraints; Perform quality control on team products
-Confer with system engineers and hardware engineers to derive software requirements and to obtain information on project limitations and capabilities, performance requirements and interfaces
-Coordinate software system installation and monitor equipment functioning to ensure operational specifications are met
-Implement recommendations for improving documentation and software development process standards Benefits:
9% Employer 401k contribution
100% company covered medical, dental and vision
STD/LTD, AD&D & Life 100% company covered
Up to 5 weeks paid time off and 11 paid federal holidays
Continual referral bonuses for as long as you both stay with us
Help to upgrade your tech each year
Company swag. Strut your stuff in name brands with our company logo
Corporate happy hours and off-sites for you and your family
Source : Aidela