Software Development Expert

3 weeks ago

Annapolis, Maryland, United States Base2 Solutions Full time

Job Summary

At Base2 Solutions, we are seeking a highly skilled Software Development Expert to join our team. As a key member of our software development team, you will be responsible for designing, developing, and maintaining complex software systems.

Key Responsibilities

  • 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 used on any project.
  • Modify existing software to correct errors, adapt to new hardware, or improve performance.
  • Design, develop, and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes 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 that require 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 obtain information on project limitations and capabilities, performance requirements, and interfaces.
  • Coordinate software system installation and monitor equipment functioning to meet operational specifications.
  • Implement recommendations for improving documentation and software development process standards.

Requirements

  • Fourteen (14) years of experience as a SWE in programs and contracts of similar scope, type, and complexity is required.
  • A bachelor's degree in Computer Science or a 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.

Desired Skills and Experience

  • AI/ML Experience.
  • Large Data Set Analysis, cleanup, and formatting for machine learning.
  • Performed Natural Language Processing primarily 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, scikit-learn, 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.

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