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Senior Software Engineer 3 (Machine Learning)

Company: 4S
Location: Arlington
Posted on: November 18, 2021

Job Description:

Job Summary Support the Department of Defense (DoD) Defense Health Agency (DHA) with Research, Development, Testing and Evaluation for the viability of Technical, Cloud, and Data Engineering support mechanisms. The position will: Provides expertise and direction in the development and/or modification of computer-based scientific, technical, and business software systems.Uses expertise to design develop, code, test, and debug software.May work in one or several areas, such as equipment or software design, engineering evaluation or test, configuration management procedures, statistical analysis and modeling. Works with users to define existing or new system scope and objectives.Provides analytical support and technical advice during the conceptualization, development, and implementation phases.Plans and schedules new applications systems projects with user, systems software, and computer center operations personnel, including the identification of objectives, time frames, costs, and manpower requirements.Performs tasks necessary to ensure the identification and documentation of hazards within software systems using various analysis tools and techniques. Reviews and evaluates systems and software for adherence to government or commercial directives, standards, guidelines, and criteria concerning software safety and systems safety.Confirms design mitigations are captured in the design and its documentation and verifies implementation. May perform as a project lead with the responsibility for the instruction, assigning, direction, and monitoring of the performance of assigned systems developers / analyst working on a specific project.Other duties as assigned Requirements Degree in Computer Science or a related form of Engineering training.12+ years of relevant work experienceExperience with cloud computing infrastructure (e.g. Amazon Web Services EC2, Elastic MapReduce, Kubernetes) and considerations for scalable, distributed systems.Experience with high-scale or distributed RDBMS a plus.Experience with industry standard medical data models, e.g. HL7, OMOP, ICD 9/10, a plus.Experience using Kubernetes (Docker).Build and deploy environments using Kubernetes (Docker).Design and build an automated system for hypothesis generation and testbeds that can operate various services and handle user traffic.Build a Kubernetes cluster to allow developers to create and update infrastructure components at any time, allowing easy service expansion.Build a robust monitoring system to easily check the status of services and detect system anomalies immediately.Anticipate and respond to system anomalies in advance.Immediately identify and act through the log infrastructure and analytics system.Experience with Amazon Web Services, Azure and/or Google Cloud Platform.Experience with container technologies and orchestration (Kubernetes).Experience with source control, Continuous Integration and Test-Driven Development methods (Git, Selenium, Jenkins).Candidates must have demonstrated experience in troubleshooting problems and working with a team to resolve web-scale production issues.Familiarity with Scikit Learn, Numpy, Pandas, Pytorch, Tensorflow, Keras, SDLC (Software Development Lifecycle) and Microservice Unit test framework Pytest.Collaborating with AI Scientists to understand the crux of Model Development and serve it in a production environment.Must be able to obtain a Public Trust clearancePhysical Requirements Work may involve sitting or standing for extended periods of time. Position may require typing and reading from a computer screen. Must have sufficient mobility, including but not limited to bending, reaching, and kneeling to complete daily duties in a timely and efficient manner. There is a possibility that due to parking availability and location of work, walking moderate to long distance may be required. Possible lifting up to 25 lbs. Please note: 4S-Silversword Software and Services LLC reserves the right to change or modify job duties and assignments at any time. The above job description is not all encompassing. Positions functions and qualifications may vary depending on business needs. 4S-Silversword Software and Services LLC is an equal opportunity employer and does not discriminate against applicants based on race, color, creed, religion, medical condition, legally protected genetic information, national origin, sex (including pregnancy, childbirth or related medical condition), sexual orientation, gender identity and expression, age, disability, or Vietnam era, or other eligible veteran status or legally protected characteristics.

Keywords: 4S, Arlington , Senior Software Engineer 3 (Machine Learning), IT / Software / Systems , Arlington, Virginia

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