JobHabor

Senior Software Engineer (AI/ML)

Veryon

Location
United States
Workplace
Remote
Employment
Full Time
Salary
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Posted 3mo ago

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Responsibilities

  • Enhance NLP clustering algorithms using Generative AI
  • Design and implement text embedding pipelines for PDFs and maintenance logs
  • Build statistical and ML models for pattern recognition and anomaly detection
  • Embed aircraft-specific context into AI models for improved diagnostics
  • Correlate pilot and maintenance defect reports with aircraft sensor data
  • Correlate defect data to find re-occurring problems and drive actionable prescriptive insights
  • Support predictive maintenance and diagnostics model development
  • Build and maintain Python-based AI systems supporting 1000+ concurrent users
  • Develop scalable APIs and microservices for AI capabilities
  • Ensure high performance, reliability, and observability of AI systems
  • Collaborate with product and engineering teams to integrate AI features
  • Mentor junior engineers and contribute to technical leadership
  • Drive best practices in code quality, testing, and deployment
  • Stay current with emerging AI technologies and apply them to product innovation

Requirements

  • Bachelor’s or Master’s degree in Computer Science, Engineering, or related field
  • 5+ years of software engineering experience with strong AI/ML focus
  • Advanced proficiency in Python and building production systems
  • Experience with NLP, embeddings, and machine learning models
  • Experience working with both structured and unstructured data
  • Strong understanding of scalable systems and cloud environments
  • Proven experience supporting high-concurrency applications
  • Ability to lead technical initiatives and mentor engineers

Preferred

  • Hands-on experience with Generative AI and LLMs
  • Knowledge of aviation systems, telemetry, or maintenance workflows
  • Experience with anomaly detection and statistical modeling
  • Familiarity with MLOps (deployment, monitoring, model lifecycle)
  • Experience with vector databases and semantic search
  • Background in processing technical documents (PDFs, logs)
  • Experience with distributed systems and microservices architecture

Skills

  • Python
  • Generative AI
  • LLMs
  • embeddings
  • NLP
  • machine learning
  • MLOps
  • vector databases
  • semantic search
  • microservices architecture

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