Automate the lifecycle of AI systems
from experimentation to production in a controlled, auditable manner.
Key Responsibilities
· Implement
CI/CD pipelines for models, prompts, and agents
· Manage
model versioning, rollback, A/B testing
· Build
IaC for AI infrastructure (GPU clusters, endpoints, policies)
· Enable
continuous training pipelines (especially for network and churn models)
· Ensure
reproducibility and audit ability of models
Requirements
· CI/CD
tools (Jenkins, GitHub Actions, GitLab CI)
· MLOps
frameworks (MLflow, Kubeflow, Airflow)
· Terraform
/ IaC, Docker, Kubernetes
· Monitoring
tools (Prometheus, Grafana)
Benefits
· Deployment
frequency
· Model
rollback time
· Experiment-to-production
cycle time
Skills Required
- Experience with CI/CD tools including Jenkins, GitHub Actions, or GitLab CI
- Experience with MLOps frameworks including MLflow, Kubeflow, or Airflow
- Experience with Terraform and infrastructure as code
- Experience with Docker and Kubernetes
- Experience with monitoring tools including Prometheus or Grafana
What We Do
BGTS is an international software and technology services company, powered by over 2,000 professionals. With 30 years of experience in engineering, digital transformation, and enterprise service management, we empower our clients to achieve success through a combination of engineering expertise and industry insight. Our strategically located engineering centres and group companies in London, Sheffield, Düsseldorf, Amsterdam, and other key locations provide flexibility, speed, and convenience, enabling us to deliver tailored, impactful services to clients around the world. BGTS is committed to creating value for enterprises by offering high-quality, customer-centric, and results-driven services. The company has received multiple international awards and is recognised as one of the largest independent software companies in its region.
Why Work With Us
At BGTS, we believe in combining engineering excellence with strategic insight to empower our clients to thrive in a rapidly evolving digital landscape. If you’re looking for a place where trust, honesty, and practical thinking are given importance, you’ll feel at home here.
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