... defense and government services industry. We deliver tailored solutions, tested leadership, and ... Proficient in advanced machine learning techniques, statistical modeling, and data science ...
... defense and government services industry. We deliver tailored solutions, tested leadership, and ... Proficient in advanced machine learning techniques, statistical modeling, and data science ...
Data Science Lead
Doral, FL · On-site
... defense and government services industry. We deliver tailored solutions, tested leadership, and ... Proficient in advanced machine learning techniques, statistical modeling, and data science ...
Data Science Lead
Doral, FL · On-site
... defense and government services industry. We deliver tailored solutions, tested leadership, and ... Proficient in advanced machine learning techniques, statistical modeling, and data science ...
Data Science Lead
Doral, FL · On-site
... defense and government services industry. We deliver tailored solutions, tested leadership, and ... Proficient in advanced machine learning techniques, statistical modeling, and data science ...
Data Science Lead
Doral, FL · On-site
... defense and government services industry. We deliver tailored solutions, tested leadership, and ... Proficient in advanced machine learning techniques, statistical modeling, and data science ...
... defense and government services industry. We deliver tailored solutions, tested leadership, and ... Proficient in advanced machine learning techniques, statistical modeling, and data science ...
... defense and government services industry. We deliver tailored solutions, tested leadership, and ... Proficient in advanced machine learning techniques, statistical modeling, and data science ...
AI/ML Software Developer
Miami, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Miami, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Lake Worth, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Lake Worth, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Jacksonville, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Jacksonville, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Melbourne, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Melbourne, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Tampa, FL · Remote
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Tampa, FL · Remote
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Fort Myers, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Fort Myers, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Orlando, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Orlando, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Pensacola, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Pensacola, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Tampa, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Tampa, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Hialeah, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Hialeah, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Tallahassee, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
AI/ML Software Developer
Tallahassee, FL · On-site
... defense, and public service delivery. Recent contract awards in cybersecurity and operational ... Prepares and structures data for machine learning pipelines, feature engineering, and model ...
Machine Learning Defense information
What are the key skills and qualifications needed to thrive as a Machine Learning Defense professional, and why are they important?
To thrive as a Machine Learning Defense professional, you need a strong background in computer science, cybersecurity, and machine learning, often supported by degrees in these fields or related certifications. Familiarity with frameworks like TensorFlow or PyTorch, experience with adversarial machine learning techniques, and knowledge of security protocols are typically required. Critical thinking, problem-solving, and strong communication skills are essential for anticipating threats and collaborating with interdisciplinary teams. These skills ensure that AI systems remain robust and secure against evolving cyber threats, protecting sensitive data and organizational integrity.
What is machine learning defense?
Machine learning defense refers to techniques and strategies designed to protect machine learning models from various security threats, such as adversarial attacks, data poisoning, and model theft. These defenses can include methods like adversarial training, input sanitization, and robust model architectures. The goal is to ensure that machine learning systems remain accurate, reliable, and safe even when faced with malicious attempts to manipulate or exploit them. As machine learning becomes more widely adopted, the importance of effective defenses continues to grow.
What are some common challenges faced by professionals in Machine Learning Defense roles, and how can they be addressed?
Professionals in Machine Learning Defense often encounter challenges such as staying ahead of adversarial attacks, managing model robustness, and keeping up with rapidly evolving threat landscapes. Addressing these challenges typically requires continuous learning, collaboration with cybersecurity and data science teams, and implementing rigorous testing and monitoring frameworks for deployed models. Proactively participating in industry forums and staying updated on the latest research also help in identifying emerging threats and mitigation strategies.
What are popular job titles related to Machine Learning Defense jobs in Florida? For Machine Learning Defense jobs in Florida, the most frequently searched job titles are:
What job categories do people searching Machine Learning Defense jobs in Florida look for? The top searched job categories for Machine Learning Defense jobs in Florida are:
What cities in Florida are hiring for Machine Learning Defense jobs? Cities in Florida with the most Machine Learning Defense job openings:
Job description
Company Description Founded in 1989, SOSi is among the largest private, founder-owned technology and services integrators in the defense and government services industry. We deliver tailored solutions, tested leadership, and trusted results to enable national security missions worldwide. Job Description SOSi is seeking a Data Science Lead to support mission requirements for a structured approach to further develop, integrate, and sustain a scalable, federated data ecosystem that enhances interoperability, governance, and mission-driven analytics for a DoD customer. The primary objective of the program is to bridge the operational gaps between DoD, IC, interagency, and non-traditional international partners to enable real-time information sharing, dynamic data integration, and mission-tailored analytical capabilities. Essential Job Duties: * The contractor shall oversee the development, deployment, and evaluation of predictive and prescriptive analytics to ensure alignment with mission objectives and operational needs.
* The contractor shall establish a structured framework to distinguish data science and data engineering tasks, ensuring the effective allocation of resources and seamless collaboration between teams.
* The contractor shall submit the Predictive Analytics Strategy & Implementation Report, detailing model development progress, algorithm validation, and mission integration.
* The contractor shall coordinate to access compute and storage resources required to support large-scale model training and analytics workloads, including GPU-accelerated environments, high-performance object storage, and parallel data processing capabilities.
* The contractor shall fund usage-based compute and storage costs through inter-task chargeback arrangements, as approved by the Government PM. Qualifications * Active TS/SCI Clearance.
* Master's degree in Data Science, Artificial Intelligence, Computer Science, or a related field, or;
* Eleven (11) years of equivalent experience in leading AI/ML-driven analytics programs.
* Personnel must have demonstrated experience in developing, deploying, and managing enterprise-level predictive analytics solutions, ensuring governance compliance, and implementing AI/ML models at scale.
* Experience in mission-focused analytics, data-driven decision support, and integration of statistical and machine learning techniques is required.
* Personnel must have experience overseeing sprint-based Agile development cycles and working within cloud-based data science environments such as AWS, Azure, or Databricks.
* Possess the knowledge and capability to lead the development of predictive and prescriptive analytics, ensuring alignment with mission objectives and the integration of AI/ML-driven insights.
* Proficient in advanced machine learning techniques, statistical modeling, and data science methodologies, with expertise in feature engineering, model validation, and data provenance tracking.
* Experience implementing Agile methodologies, managing analytic sprints, and overseeing collaboration between data science and data engineering teams.
* Strong leadership, strategic planning, and stakeholder engagement skills are required to drive mission-focused analytic innovation.
Preferred Qualifications: * Desirable but not required certifications include AWS Certified Machine Learning - Specialty, Microsoft Certified: Azure AI Engineer Associate, or Certified Analytics Professional (CAP). Additional Information Work Environment * Normal office conditions
Working at SOSi All interested individuals will receive consideration and will not be discriminated against for any reason.
* The contractor shall establish a structured framework to distinguish data science and data engineering tasks, ensuring the effective allocation of resources and seamless collaboration between teams.
* The contractor shall submit the Predictive Analytics Strategy & Implementation Report, detailing model development progress, algorithm validation, and mission integration.
* The contractor shall coordinate to access compute and storage resources required to support large-scale model training and analytics workloads, including GPU-accelerated environments, high-performance object storage, and parallel data processing capabilities.
* The contractor shall fund usage-based compute and storage costs through inter-task chargeback arrangements, as approved by the Government PM. Qualifications * Active TS/SCI Clearance.
* Master's degree in Data Science, Artificial Intelligence, Computer Science, or a related field, or;
* Eleven (11) years of equivalent experience in leading AI/ML-driven analytics programs.
* Personnel must have demonstrated experience in developing, deploying, and managing enterprise-level predictive analytics solutions, ensuring governance compliance, and implementing AI/ML models at scale.
* Experience in mission-focused analytics, data-driven decision support, and integration of statistical and machine learning techniques is required.
* Personnel must have experience overseeing sprint-based Agile development cycles and working within cloud-based data science environments such as AWS, Azure, or Databricks.
* Possess the knowledge and capability to lead the development of predictive and prescriptive analytics, ensuring alignment with mission objectives and the integration of AI/ML-driven insights.
* Proficient in advanced machine learning techniques, statistical modeling, and data science methodologies, with expertise in feature engineering, model validation, and data provenance tracking.
* Experience implementing Agile methodologies, managing analytic sprints, and overseeing collaboration between data science and data engineering teams.
* Strong leadership, strategic planning, and stakeholder engagement skills are required to drive mission-focused analytic innovation.
Preferred Qualifications: * Desirable but not required certifications include AWS Certified Machine Learning - Specialty, Microsoft Certified: Azure AI Engineer Associate, or Certified Analytics Professional (CAP). Additional Information Work Environment * Normal office conditions
Working at SOSi All interested individuals will receive consideration and will not be discriminated against for any reason.