Description
Clearance Requirement: Active Secret (or the ability to obtain and keep a secret clearance)
About ACE Group:
ACE Group is a Service-Disabled Veteran Owned Small Business that provides unique expertise in the operational application of current and future airborne weapons systems, with an emphasis on lethality and survivability in the Battlespace. We serve in key roles as trusted agents within our customers’ offices, offering critical knowledge regarding design, development, procurement, test and operational support of new and upgraded weapons and platforms.
ACE Group’s philosophy is simple: Our success must be grounded on service and honest relationships. We focus on meeting the needs of our customers and employees, and trust that with those satisfied, the business will take care of itself.
Job Position Summary:
ACE Group is expanding its services into the cutting-edge field of machine learning in support of the current services ACE Group provides in the modeling and simulation field. We are seeking a motivated and innovative professional to join our team as an intermediate machine learning data scientist. This role offers the unique opportunity to contribute to pioneering projects that harness the power of machine learning to enhance modeling and simulation capabilities. As part of a dynamic team, you will play a critical role in analyzing data flow processes and implementing advanced machine learning tools that drive the future of simulation for advanced Navy weaponry.
Duties and Responsibilities Include:
- Collaborate with senior engineers and data analysts to train and deploy machine learning models for various modeling and simulation applications.
- Assist in the creation and optimization of algorithms that support validation and verification processes.
- Analyze and preprocess data sets to ensure high-quality inputs for machine learning models.
- Support the integration of machine learning models into existing simulation platforms and workflows.
- Conduct research on emerging machine learning techniques and their potential applications in modeling and simulation.
- Participate in the design, development, and testing of machine learning tools tailored to specific government contract requirements.
- Prepare technical documentation, reports, and presentations to communicate findings and project progress.
- Work closely with cross-functional teams to ensure seamless integration of machine learning solutions into broader project goals.
Requirements
Required Qualifications:
- Bachelor’s degree in Computer Science, Data Science, Mathematics, Engineering, or a related field.
- Secret clearance (or the ability to obtain and maintain one).
- At least 3 years of experience with machine learning frameworks such as TensorFlow or PyTorch.
- 3+ years’ experience with programming languages commonly used in machine learning, such as Python,R, or MATLAB.
- Experience with software development practices, including version control (e.g., Git) and Agile methodologies.
- Flexibility for up to 25% travel
- Initial 4 weeks to be conducted at ACE Group’s NAS Patuxent River, MD corporate office for on-boarding and indoctrination.
Preferred Qualifications:
- Strong foundational understanding of machine learning principles, algorithms, and frameworks.
- Experience or coursework in modeling and simulation, with an understanding of their applications in various domains.
- Familiarity with data science tools and techniques, including data preprocessing, statistical analysis, and visualization.
- Ability to work both independently and collaboratively in a fast-paced, remotely managed classified environment.
- Strong problem-solving skills and the ability to think critically about complex systems.
- Excellent written and verbal communication skills.
- Knowledge of validation and verification processes in the context of simulations
ACE Consulting Group provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability or genetics. In addition to federal law requirements, ACE Consulting Group complies with applicable state and local laws governing nondiscrimination in employment in every location in which the company has facilities.