AI/ML + Full Stack Developer
Peraton · Reston, Virginia, US
Responsibilities Using a holistic approach, designs, develops, evaluates and modifies end-to-end systems and systems-oriented products through their entire l...
Job description
Responsibilities Using a holistic approach, designs, develops, evaluates and modifies end-to-end systems and systems-oriented products through their entire life cycle. Establishes and coordinates development of standards, practices, and procedures as related to the overall product development. Designs interfaces and brings system elements together so they work as a whole. Assesses performance using evaluation criteria and technical performance measures. Participates in system conceptual design and documentation of the design concepts. Participates in design reviews of components (hardware and software) to ensure applicability to the current system and traceability of requirements through compliance verification and validation. Involved in the analysis of unstructured and semi-structured data, including latent semantic indexing (LSI), entity identification and tagging, complex event processing (CEP), and the application of analysis algorithms on distributed, clustered, and cloud-based high-performance infrastructures. Implements DevSecOps CI/CD pipelines using tools such as Jenkins, Git, and Artifactory. Performs security hardening, patching and server certificate updates. Works wit...