SME Cloud Developer
3 weeks ago
Location: McLean Introduction
The Sponsor provides data-driven, business analysis to support senior organizational leaders and requires support specializing in cloud development of relevant processes, tools, and integrated systems to format, load, analyze, and display large-volume data streams, arriving in a variety of formats. Work Requirements: • The Contractor shall work with data scientists and data engineers to architect, operate, and document relevant cloud-on prem hybrid solutions to optimize relevant workflow components for advanced artificial intelligence applications. • The Contractor shall lead work to optimize cloud-based computing technologies, such as leveraging pyspark, distributed computation, and model training/inference, and integrate solutions into relevant delivery mechanisms or partner systems. • The Contractor shall build tools and scripts to monitor, troubleshoot, automate, and deploy AI models and outputs as part of a variety of existing business analytic platforms. • The Contractor shall be directly responsible for solutions related to the Sponsor’s analytic work in these key areas: availability, latency, performance, efficiency, documentation, change management, monitoring, security, emergency response, and capacity planning. • The Contractor shall apply, develop and deploy cloud microservices and integration of cloud resources with on prem high performance computation servers to support the Sponsor’s efforts. • The Contractor shall create and use optimal solutions to store and host information. • The Contractor shall create software pipelines to query databases of interest, combine and merge data sources, and analyze information. • The Contractor shall use the Sponsor’s knowledge management, version control, coding standards, and delivery platforms. • The Contractor shall champion and manage requirements, builds, upgrades, and fixes within multiple (dev, test, production) environments. • The Contractor shall assist developers and data scientists with code deployments, particularly providing CI/CD configuration. • The Contractor shall leverage available solutions to create automations that enable timely tipping and queuing. • The Contractor shall optimize open-source software to accelerate mission solutions and minimize proprietary dependencies at the direction of the Sponsor. • The Contractor shall use a microservice-based architecture and agile coding for engineering and development activities to support reliable network performance, modern resource management, and security processes. • The Contractor shall develop analytical software packages, pipelines, and custom virtual environments for deployment in secure environments including standalone workstations, standalone compute clusters, secure cloud environments, and on-premises network infrastructure. Required Skills and Demonstrated Experience • Demonstrated experience with Python, Bash, and Terraform. • Demonstrated experience Anaconda for development purposes. • Demonstrated experience building and maintaining CI/CD pipelines with software such as source control (Git/GitHub), continuous build/delivery (Jenkins), issue management (Jira), and documentation/collaboration (Confluence). • Demonstrated experience with automated testing and deployment of infrastructure or configurations. • Demonstrated experience in the administration, provisioning, and use of cloud technologies (i.e. AWS) particularly with application of data science approaches in the cloud. • Demonstrated experience deploying and tuning Apache NiFi or other ETL workflows. • Demonstrated experience hosting and managing Structured Query Language (SQL) databases within cloud based relational databases. • Demonstrated experience optimizing connectivity between cloud-based services and on prem high performance cloud compute servers. • Demonstrated experience with DevSecOps solutions and tools. • Demonstrated experience in the cyber security domain to include: governance and risk management, compliance, encryption, software development security, access control, network security or secure architecture, or security operations. • Demonstrated experience preparing presentations and presenting to senior stakeholders. Highly Desired Skills and Demonstrated Experience • Demonstrated experience supporting data scientists to create—through fine tuning, transfer learning—models for classification, prediction, generative AI, or other similar tasks. • Demonstrated experience optimizing the deployment of AI models in the cloud. • Demonstrated experience with front-end web development frameworks such as Flask. • Demonstrated experience using Tableau to connect cloud serves to Tableau output
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