Job Description
Job Description
Analytica is seeking a highly skilled Senior MLOps Engineer to lead the design, development, and deployment of machine learning operations infrastructure for defense applications. This role requires expertise in systems integration, ML pipeline development, and responsible AI practices within government environments. The position focuses on building scalable data and AI capabilities that support DoD mission-critical operations while ensuring compliance with responsible AI principles.
This position offers the opportunity to shape the future of AI and machine learning capabilities within the Department of Defense while ensuring responsible, ethical, and effective deployment of advanced technologies in support of national security missions.
Analytica has been recognized by Inc. Magazine as one of the fastest-growing 250 businesses in the US for 3 years. We work with U.S. government clients in health, civilian, and national security missions to build better technology products that impact our day-to-day lives. The company offers competitive compensation with opportunities for bonuses, employer-paid health care, training and development funds, and 401k match.
Responsibilities :
Systems Integration & Command-and-Control Development :
- Serve as subject matter expert for systems integration supporting the design, development, and deployment of command-and-control products
- Lead networking and integration efforts for AI / ML systems deployed in operational and exercise environments
- Design and implement robust MLOps pipelines that support real-time decision-making capabilities for defense applications
- Collaborate with testing teams to ensure ML systems perform effectively during military exercises and operational scenarios
Enterprise Data & ML Pipeline Architecture :
Provide senior technical expertise in modeling, designing, and delivering advanced data tools and ML platforms for DoD-wide adoptionBuild and maintain scalable infrastructure to handle massive-scale video, image, structured and unstructured text data processingDevelop automated data ingestion, preprocessing, and feature engineering pipelines that support diverse data types and formatsWork with engineers, commercial vendors, government agencies, and academic partners to identify and implement cutting-edge ML capabilitiesAdvanced Technology Pipeline Development :
Establish and maintain an enterprise-level advanced technology pipeline to accelerate AI / ML adoption across the agency.Implement data quality monitoring, validation, and governance frameworks to ensure high-quality training datasetsDesign and optimize ML model training, testing, and deployment workflows that reduce implementation cyclesDevelop automated testing and validation processes for ML models to ensure reliability and performance in operational environmentsPartnership Optimization & Process Development :
Support the development of optimization models for government engagement with external partners and technology vendorsCreate and maintain integration workflows that leverage external capabilities while maintaining security and compliance standardsDevelop vendor assessment criteria and integration protocols for AI / ML technologies and servicesDocumentation & Knowledge Management :
Create, iterate, and publish comprehensive guidance materials for data science and AI development practicesDevelop and maintain coding standards and best practices documentation for ML development teamsEstablish documentation standards for model versioning, experiment tracking, and deployment proceduresEnterprise Data Integration & Interoperability :
Design and implement data integration solutions that support enterprise data mesh architectureDevelop real-time data feed integration capabilities for live operational data streamsBuild APIs and microservices that enable seamless data sharing across DoD systems and applicationsEnsure data interoperability standards compliance across diverse defense systems and platformsResponsible AI Implementation & Governance :
Lead the implementation and management of DoD responsible artificial intelligence programs and initiativesIntegrate responsible AI tools, frameworks, and assessment methodologies into existing and new use casesDevelop comprehensive performance metrics and evaluation frameworks for AI / ML projects and toolsConduct regular assessments of AI system outcomes, bias detection, and ethical compliancePrepare executive-level reports and briefings on responsible AI implementation progress and recommendationsPerformance Monitoring & Evaluation :
Establish MLOps monitoring and observability solutions for production ML systemsDevelop automated model performance tracking, drift detection, and retraining pipelinesCreate dashboards and reporting tools that provide visibility into ML system performance and reliabilityConduct post-deployment analysis and continuous improvement of ML operations processesRequired Qualifications :
Bachelor's degree in Computer Science, Data Science, Machine Learning, or related technical field; Master's degree preferredMinimum 7-10 years of experience in MLOps, DevOps, or related systems engineering rolesStrong expertise in ML frameworks (TensorFlow, PyTorch, Scikit-learn), containerization (Docker, Kubernetes), and cloud platformsExperience with data pipeline tools (Apache Airflow, Kubeflow, MLflow) and big data technologies (Spark, Hadoop)Knowledge of government compliance requirements, security frameworks, and responsible AI principlesPreferred Qualifications :
Experience with defense or intelligence community AI / ML projectsCertifications in cloud platforms (AWS ML, Azure AI, GCP ML) and MLOps toolsKnowledge of responsible AI frameworks and bias detection methodologiesExperience with real-time data processing and streaming technologiesFamiliarity with DoD enterprise architecture and data sharing standardsCurrent security clearance or ability to obtain required clearance levelAnalytica LLC is an Equal Opportunity Employer. We are committed to providing equal employment opportunities to all individuals, regardless of race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, or any other characteristic protected by applicable federal, state, or local law. As a federal contractor, we comply with the Vietnam Era Veterans' Readjustment Assistance Act (VEVRAA) and take affirmative action to employ and advance in employment qualified protected veterans.
We ensure that all employment decisions are based on merit, qualifications, and business needs. We prohibit discrimination and harassment of any kind. Analytica LLC also provides reasonable accommodations to applicants and employees with disabilities, in accordance with applicable laws
When receiving email communication from Analytica, please ensure that the email domain is analytica.net to verify its authenticity.
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