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Senior Applied AI/ML Engineer

8 hours, 2 minutes ago
United Kingdom
Full-time
Senior
Machine Learning Engineer
Software Development
LLM Machine Learning MLOps NLP Python
Apply Now
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
View All Jobs 16

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

Apply Now

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