Senior Applied AI/ML Engineer

8 hours, 2 minutes ago
Full-time
Senior
Software Development
Aspire Software

Aspire Software

Aspire Software specializes in vertical acquisition software, focusing on nurturing, enhancing, and growing a diverse portfolio of businesses by providing them with the necessary resources and expertise to maximize their growth potential.

Internet Software & Services
251-1K
Founded 2016

Description

  • Develop predictive maintenance models for component remaining useful life and failure prediction using sensor and event data.
  • Build real-time anomaly detection systems to surface operational deviations across fleets.
  • Extract structured insights from free-text maintenance logs and defect reports using NLP.
  • Develop forecasting models for parts demand, planning load, and workflow bottlenecks.
  • Create AI-assisted knowledge access systems using RAG and search over manuals, regulatory documents, and internal knowledge.
  • Productionize AI models and data workflows so they run reliably, observably, and at scale.
  • Design and maintain data pipelines that support operational AI use cases.
  • Integrate AI systems into production aviation workflows and operational decision-making.
  • Monitor and support deployed models in environments where downtime affects flight schedules.

Requirements

  • Strong experience in several areas of machine learning model development and training.
  • Experience with time-series analysis and predictive analytics.
  • Experience with LLMs, RAG pipelines, and vector search.
  • Experience with operational telemetry and data pipelines.
  • Experience with MLOps and scalable AI deployment.
  • Strong Python and backend engineering skills.
  • Experience with API and distributed systems design.
  • Understanding of how AI systems are built, not only how AI tools are used.
  • Domain experience in aviation, predictive maintenance, industrial IoT, time-series forecasting at scale, or production LLM deployment is a strong advantage.

Benefits

  • Opportunity to help shape the future of operational aviation software and real-time operational intelligence across a global aviation software portfolio.

Interested in this position?

Apply directly on the company website

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