AI Deployment Engineer — Production ML Solutions

Barclays

Glasgow

On-site

GBP 90,000 - 130,000

Full time

14 days+

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Job summary

Barclays is seeking a Forward Deployment Engineer to design, develop and improve software, leveraging AI/ML, full‑stack engineering and modern delivery practices to provide business, platform and technology capabilities for customers and colleagues.

You will translate complex business problems into technical solutions, work with stakeholders, build production systems with Python, cloud platforms (AWS/Azure), APIs and CI/CD, and participate in code reviews to uphold quality and secure coding

Qualifications

  • Experience deploying AI/ML solutions in production environments.
  • Ability to translate business problems into technical solutions with stakeholder involvement.
  • Proficiency in Python and cloud-based development (AWS/Azure).
  • Experience with MLOps, model deployment, monitoring, and CI/CD pipelines.

Responsibilities

  • Develop and deliver high-quality software using industry-standard languages, frameworks, and tools.
  • Collaborate with product managers, designers, and engineers to define requirements and align with business objectives.
  • Participate in code reviews and promote code quality and knowledge sharing.
  • Stay informed on industry trends and contribute to technology communities for growth.
  • Adhere to secure coding practices and implement unit tests.

Skills

AI/ML deployment
Python
Cloud platforms AWS/Azure
MLOps & CI/CD
Stakeholder collaboration

Tools

LangChain
Hugging Face
Strands/FastMCP
LlamaIndex

Job description

Barclays is seeking a Forward Deployment Engineer to design, develop and improve software, leveraging AI/ML, full‑stack engineering and modern delivery practices to provide business, platform and technology capabilities for customers and colleagues.

You will translate complex business problems into technical solutions, work with stakeholders, build production systems with Python, cloud platforms (AWS/Azure), APIs and CI/CD, and participate in code reviews to uphold quality and secure coding

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