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Posted : Saturday, September 30, 2023 10:00 PM
TS/SCI - Polygraph required
02-319-SWE
Description:
The Software Engineer shall be responsible for designing, developing, and sustaining pipelines that enable machine-learning model training as well as large scale inference in a Kubernetes-based environment.
The Software Engineer’s tasking shall include the following: Development of data-aware model training pipelines to facilitate unique customer requirements surrounding model provenance Development of scalable, Kubernetes-based inference pipelines that compliantly handle in-flight data Configuring and maintaining custom metrics to enable tuning of running pipelines The Software Engineer designs, develops tests, deploys documents, maintains, and enhances complex and diverse software systems based upon documented requirements.
These systems might include, but are not limited to, processing intensive analytics, novel algorithm development, manipulation of extremely large data sets, real-time systems, business management information systems, and systems which incorporate data repositories, data transport services, and application and systems development and monitoring.
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 Open-Source Software (OSS) and/or Commercial OffThe-Shelf (COTS) Government Off-The-Shelf (GOTS) software in place of new development, and requirements analysis and synthesis from system level to individual software components.
Experience developing in Unix.
Ability to perform shell scripting.
Working knowledge of Configuration Management (CM) tools and Web Services implementation.
The Level 2 Software Engineer (SWE) shall possess the following capabilities: Analyze user requirements to derive software design and performance requirements.
Debug existing software and correct defects.
Design and code new software or modify existing software to add new features.
Write or review software and system documentation.
Integrate existing software into new or modified systems or operating environments.
Develop simple data queries for existing or proposed databases or data repositories.
Software development using languages such as C, C++, Python, Ruby, Perl, JavaScript, etc.
Has experience with agile development processes.
Has experience with source code control systems, such as Git.
Serve as team lead at the level appropriate to the software development process being used on any particular project.
Design and development of relational and non-relational database applications.
Use of orchestration frameworks such as Spring and Kafka.
Familiarization with queue management systems Develop or implement algorithms to meet or exceed system performance and functional standards.
Develop and execute test procedures for software components.
Develop software solutions by analyzing system perfonnance standards and conferring with users or system engineers; analyzing systems flow, data usage and work processes; and investigating problem areas.
Modify existing software 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 outcomes and consequences of design decisions Java development using the Eclipse IDE (Integrated Development Environment).
Development of Java 2 Enterprise Edition (J2EE) applications Experience using collaboration and software development tools (ie.
Atlassian).
Software development using continuous integration practices Experience with container technologies (ie.
Docker).
Unix shell scripting Development of event driven or data driven analytics Development of cloud-based solutions and technologies.
Design or implement complex algorithms requiring adherence to strict timing, system resource, or interface constraints.
Perform quality control on team products.
Recommend and implement suggestions for improving documentation and software development process standards.
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.
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 installation on a system and monitor performance to ensure operational specifications are met.
Position Required Skills Experience using the Linux CLI Experience developing with Python Experience developing and deploying containerized applications Experience writing and deploying Kubernetes resources Experience writing and deploying Helm charts Position Desired Skills Experience developing with Go Experience with CI/CD concepts & implementations (Gitlab, Flux CD, etc) Experience working with, and debugging, GPU-enabled applications Experience using a machine-learning framework (PyTorch, TensorFlow, etc) Experience with other ML pipelines/frameworks like KubeFlow, NeMo, PyTorch Lightning, etc.
Experience with metrics and monitoring tools such as Prometheus and Grafana Experience with the Atlassian suite of tools SWE-2 Qualifications: Master's degree in Computer Science or related discipline from an accredited college or university, plus three (3) years of experience as a SWE, in programs and contracts of similar scope, type, and complexity.
OR Bachelor's degree in Computer Science or related discipline from an accredited college or university, plus five (5) years of experience as a SWE, in programs and contracts of similar scope, type, and complexity OR Seven (7) years of experience as a SWE, in programs and contracts of similar scope, type, and complexity.
Akina is a Woman Owned, Service Disabled, Veteran Owned, Small Business, looking for talented and ambitious individuals to join our team.
We offer a generous compensation package that includes 24 days PTO accrued annually and 11 federal holidays.
Our 401k is 100% vested on your start date and the company makes a direct contribution worth 10% of your salary.
Akina covers 100% of healthcare costs for employees and 50% toward dependents.
We offer educational assistance towards college classes and will cover costs associated with job related training and certifications Akina is committed to excellence and creating innovative and flexible solutions for our clients.
We are a small company with an open ear to our employees' needs in order to attract and retain quality talent that enables our customer's mission.
www.
akina-inc.
com/careers
The Software Engineer’s tasking shall include the following: Development of data-aware model training pipelines to facilitate unique customer requirements surrounding model provenance Development of scalable, Kubernetes-based inference pipelines that compliantly handle in-flight data Configuring and maintaining custom metrics to enable tuning of running pipelines The Software Engineer designs, develops tests, deploys documents, maintains, and enhances complex and diverse software systems based upon documented requirements.
These systems might include, but are not limited to, processing intensive analytics, novel algorithm development, manipulation of extremely large data sets, real-time systems, business management information systems, and systems which incorporate data repositories, data transport services, and application and systems development and monitoring.
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 Open-Source Software (OSS) and/or Commercial OffThe-Shelf (COTS) Government Off-The-Shelf (GOTS) software in place of new development, and requirements analysis and synthesis from system level to individual software components.
Experience developing in Unix.
Ability to perform shell scripting.
Working knowledge of Configuration Management (CM) tools and Web Services implementation.
The Level 2 Software Engineer (SWE) shall possess the following capabilities: Analyze user requirements to derive software design and performance requirements.
Debug existing software and correct defects.
Design and code new software or modify existing software to add new features.
Write or review software and system documentation.
Integrate existing software into new or modified systems or operating environments.
Develop simple data queries for existing or proposed databases or data repositories.
Software development using languages such as C, C++, Python, Ruby, Perl, JavaScript, etc.
Has experience with agile development processes.
Has experience with source code control systems, such as Git.
Serve as team lead at the level appropriate to the software development process being used on any particular project.
Design and development of relational and non-relational database applications.
Use of orchestration frameworks such as Spring and Kafka.
Familiarization with queue management systems Develop or implement algorithms to meet or exceed system performance and functional standards.
Develop and execute test procedures for software components.
Develop software solutions by analyzing system perfonnance standards and conferring with users or system engineers; analyzing systems flow, data usage and work processes; and investigating problem areas.
Modify existing software 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 outcomes and consequences of design decisions Java development using the Eclipse IDE (Integrated Development Environment).
Development of Java 2 Enterprise Edition (J2EE) applications Experience using collaboration and software development tools (ie.
Atlassian).
Software development using continuous integration practices Experience with container technologies (ie.
Docker).
Unix shell scripting Development of event driven or data driven analytics Development of cloud-based solutions and technologies.
Design or implement complex algorithms requiring adherence to strict timing, system resource, or interface constraints.
Perform quality control on team products.
Recommend and implement suggestions for improving documentation and software development process standards.
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.
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 installation on a system and monitor performance to ensure operational specifications are met.
Position Required Skills Experience using the Linux CLI Experience developing with Python Experience developing and deploying containerized applications Experience writing and deploying Kubernetes resources Experience writing and deploying Helm charts Position Desired Skills Experience developing with Go Experience with CI/CD concepts & implementations (Gitlab, Flux CD, etc) Experience working with, and debugging, GPU-enabled applications Experience using a machine-learning framework (PyTorch, TensorFlow, etc) Experience with other ML pipelines/frameworks like KubeFlow, NeMo, PyTorch Lightning, etc.
Experience with metrics and monitoring tools such as Prometheus and Grafana Experience with the Atlassian suite of tools SWE-2 Qualifications: Master's degree in Computer Science or related discipline from an accredited college or university, plus three (3) years of experience as a SWE, in programs and contracts of similar scope, type, and complexity.
OR Bachelor's degree in Computer Science or related discipline from an accredited college or university, plus five (5) years of experience as a SWE, in programs and contracts of similar scope, type, and complexity OR Seven (7) years of experience as a SWE, in programs and contracts of similar scope, type, and complexity.
Akina is a Woman Owned, Service Disabled, Veteran Owned, Small Business, looking for talented and ambitious individuals to join our team.
We offer a generous compensation package that includes 24 days PTO accrued annually and 11 federal holidays.
Our 401k is 100% vested on your start date and the company makes a direct contribution worth 10% of your salary.
Akina covers 100% of healthcare costs for employees and 50% toward dependents.
We offer educational assistance towards college classes and will cover costs associated with job related training and certifications Akina is committed to excellence and creating innovative and flexible solutions for our clients.
We are a small company with an open ear to our employees' needs in order to attract and retain quality talent that enables our customer's mission.
www.
akina-inc.
com/careers
• Phone : NA
• Location : Annapolis Junction, MD
• Post ID: 9001313044
