Sr. Data Scientist/Machine Learning Engineer - HSV, AL

Davidson Technologies, Inc.

$100K — $130K *
Aerospace & Defense
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in Data Science, Computer Science, Engineering, Physics, or related field
  • 8+ years of experience in applied data science or machine learning
  • Strong foundation in machine learning and statistical modeling
  • Experience translating stakeholder requirements into technical ML strategies
  • Hands-on experience deploying ML models into production
  • Familiarity with MLOps best practices
  • Must be a U.S. citizen

Responsibilities

  • Develop ML models for disaster event prediction using environmental data
  • Build predictive models to enhance preventative maintenance strategies
  • Integrate models into decision systems to optimize transmission operations
  • Translate model outputs into actionable, explainable recommendations
  • Collaborate with RF, Systems, and Software engineers for real-time deployment
  • Manage the end-to-end ML lifecycle leveraging MLOps best practices
  • Effectively communicate complex technical concepts to engineers and customers
  • Contribute to system architecture decisions for scalable AI/ML solutions

Benefits

  • Work on cutting-edge ML applications in a mission-critical environment
  • Collaborative team environment with cross-functional engineering teams
  • Opportunities to directly impact operational efficiency and performance
  • Engagement with advanced technologies in data science and machine learning
  • Potential for professional growth in a dynamic field focused on innovation
Full Job Description
Senior Data Scientist/Machine Learning Engineer in Huntsville, Alabama to design, build, and deploy ML systems to control and optimize VLF transmissions. Using your experience with applied ML, real-time systems, and physical domain modeling, you will work closely with RF engineers, software engineers, and end customers to develop an intelligent Al/ML stack that monitors environmental conditions, predicts signal propagation impacts, and supports dynamic adjustments of transmission parameters to maintain signal stability and performance. You will take models from concept through production deployment (MLOps) and ensure they operate reliably in mission-critical environments. *Contingent Upon Award* Job Responsibilities: - Develop ML models to leverage weather and environmental data feeds for disaster event prediction - Build predictive models to improve preventative maintenance capabilities - Help to integrate models into decisions systems that optimize transmission system operations and performance - Translate model outputs into actionable, explainable recommendations - Collaborate with engineering team (RF, Systems, Software) to deploy models into real-time production systems - End-to-end ML lifecycle management using MLOps best practices - Communicate complex technical concepts clearly to engineers and customers - Contribute to system architecture decisions for scalable/reliable Al/ML solutions Job Requirements: - Bachelor's degree or higher in Data Science, Computer Science, Engineering, Physics or related field - 8+ years of experience in applied data science or machine learning roles - Strong foundation in machine learning and statistical modeling - Demonstrable experience translating stakeholder requirements into technical ML strategies that deliver tangible customer value - Hands-on experience deploying ML models into production environments - Practical experience with MLOps (model pipelines, monitoring, reproducibility) - Must be a U.S. citizen Preferred Qualifications: - Familiarity with RF systems, signal propagation, or electromagnetic modeling - Familiarity with surrogate modeling of physics-based systems, such as weather - Familiarity with predictive maintenance (CBM+) - Experience integrating ML into real-time systems Clearance: - Currently holds an Active DoD Secret Clearance or is able to obtain a Secret Clearance

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