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AI/ML Engineer
Career Insights for Machine Learning Engineer
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Based on Virginia data
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What they do
A Machine Learning Engineer specializes in designing, building, and deploying machine learning models. They utilize statistical and mathematical techniques, parallelizing processing, hyperparameter tuning, and other optimization methodologies to improve model performance. Responsibilities also include collecting and preprocessing large datasets, conducting exploratory data analysis, working closely with data engineers to understand data requirements, and engineer input variables for machine learning models.
$123,933 / year median in Virginia
Job Description
Required Skills Required Qualifications/Skills:
S. Citizenship Active or Interim DoD SECRET clearance with ability to obtain and maintain a TS/SCI Clearance. DoDD 8140.01 Information Assurance Management (IAM) Level I certification or higher. AI/ML engineering experience that includes designing, developing, and deploying production-scale machine learning systems and infrastructure ML systems experience in deploying, monitoring, and maintaining ML models Proficiency with development toolsets such as Git version control, automated testing frameworks, CI/CD pipelines, and GitLab Data Engineering experience with designing, implementing, supporting, and analyzing enterprise-scale applications that Extract/Transform/Load (ETL systems, data streaming, and distributed data processing technologies or frameworks) Strong database and infrastructure experience with both SQL and NoSQL databases, cloud platforms (Azure), and containerization technologies Experience developing custom visualization solutions for data analysis, monitoring dashboards and reporting interfaces Comprehensive knowledge in definition and management of software requirements, design, code, benchmark testing, debugging, software development lifecycle, architecture, and documentation. Experience with and proficient with at least one of the following Object-oriented programming (OOP) languages: C#, Java, or Python.Experience with ML engineering:
MLOps and model lifecycle management Cloud-native ML platform development API design and integration for ML servicesSalary:
$140,000 - $185,000Desired Skills Desired Skills/Qualifications :
Experience building ML systems for cybersecurity applications (threat detection, anomaly detection, security analytics platforms) Experience working in Azure preferably Azure Government Experience working on custom development software projects. Experience working with DoD customers. Experience working on cybersecurity projects. Additional experience in the following technology areas is preferred: Kubernetes, Docker, Helm for ML workload orchestration Kubeflow, MLFlow or custom pipeline frameworks ELK Stack (Elasticsearch, Kibana, Beats, Logstash) PowerBI Apache Jena Fuseki (SPARQL) Apache NiFi Continuous Integration/Continuous Development (CI/CD) pipeline Automated Testing tools and processes used to support various testing requirements including data, UI, load/performance, security, and contract testing. ECS Federal LLC is an equal opportunity employer and does not discriminate or allow discrimination on the basis any characteristic protected by law. All qualified applicants will receive consideration for employment without regard to disability, status as a protected veteran or any other status protected by applicable federal, state, or local jurisdiction law. is the federal segment of , a $4B global organization with over 10,000 employees . Our nearly 3,500 professionals deliver advanced technology solutions in data and AI, cybersecurity, and enterprise transformation, serving defense, intelligence, and federal civilian agencies. Our work powers mission-critical outcomes, strengthens technology partnerships, and creates meaningful opportunities for our people. We are defined by a commitment to excellence in delivery, a culture of innovation, and an environment where talent can thrive and grow.We value:
Attracting and developing top talent and high-performing teams Fostering a culture that is engaging, accountable, and mission-driven Meet the challenge. Make a difference with Everforth ECS! #EverforthECS1 group id: 10112231A Apply nowBenefits
- Dental Insurance