BT Group
Cloud Engineering Specialist - AWS
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Cloud Engineering Specialist - AWS
Req ID: 55726
Job Function: Software Engineering
Posting Start Date: 14/07/2026
Posting End Date: 26/07/2026
Division: Networks
Job Location: GBR Bristol - Assembly, GBR-London-BTHQ One Braham
Advertised Salary: Competitive + great benefits
Working Locations: London, Bristol
Working Style: 3 days a week in office, 2 days from anywhere
Why this job matters
BT is industrialising network operations through data-driven AIOps and a cloud-based Common Data Fabric (CDF). The CDF ingests vendor performance data, governs schemas and KPIs, and powers analytics; AIOps adds multivariate anomaly detection (AD) and explainable, topology-aware root cause analysis (RCA) so Ops teams detect earlier, diagnose faster, and understand service impact with confidence. The target stack is AWS-native and includes streaming (MSK/Flink), data processing (EMR/Spark), governed storage and metadata (S3, DynamoDB, Aurora/Redshift/Iceberg), and ML/MLOps with SageMaker; RCA complements this with graph reasoning in Neptune and agentic explainability via Bedrock.
What You’ll Be Doing
- Use Terraform/CloudFormation to deploy reusable modules for all AWS components (MSK, Flink, EMR, S3, DynamoDB, Aurora, EC2, Neptune, SageMaker, networking, IAM).
- Implement automated CI/CD pipelines using GitLab/Jenkins for IaC, services, data pipelines, ML models, and inference deployments.
- Enforce deployment safety with safeguards: approvals, unit/integration tests, automated rollbacks, compliance checks.
- Implement multi-AZ VPC architectures with private subnets, NAT, routing, endpoint policies, and secure on-prem connectivity (Direct Connect/VPN).
- Engineer governed multi-layer data storage using S3 (raw/curated), DynamoDB (metadata/state), Aurora/RDS (relational stores), Redshift/Iceberg (analytical stores).
- Apply advanced AWS security practices including: IAM least-privilege, KMS encryption, secrets management, CloudTrail governance, Config rules, GuardDuty/Security Hub integration.
- Build end-to-end observability across pipelines using: CloudWatch metrics/logs/alarms, OpenTelemetry for distributed tracing (where applicable), data quality and pipeline SLIs/SLOs.
- Develop runbooks, playbooks, synthetic tests, chaos testing, failover simulations, and incident triage workflows.
- Operate AWS Neptune graph clusters for network topology representation.
- Promote software releases to pre-production and production environments and ensure a smooth transition to ASG.
- Define standards for documentation, change management and quality gates that reduce MTTR and improve platform reliability.
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Essential Skills / Experience
- Full understanding of AWS resilience patterns, AWS backup, and how to manage incident response with break glass approaches as needed.
- Full detailed knowledge of Lambda, including runtimes, packaging, storage, concurrency, retries, and dead-letter queues.
- Extensive hands-on experience with AWS CLI and working knowledge of Python.
- Strong AWS experience, particularly with Compute, Databases, and Streaming services like MSK, Flink, S3, DynamoDB, Aurora/RDS, Redshift, Lambda, etc.
- Sound understanding of VPCs, Route tables, IGW, NAT, ACL’s, Endpoints, Transit Gateway, DNS, VPC endpoints.
- Experience designing observability for serverless systems (logs/metrics/traces) and implementing distributed tracing and dashboards using open standards and AWS tooling like CloudWatch.
- Understanding of how IAM roles and policies work.
- Ability to perform deep dive using CloudWatch & X-Ray for troubleshooting (covering logs, metrics, alerts, traces, filters, agents, etc.).
Desirable Skills / Experience
- Familiarity with event-driven architectures (Step Functions, EventBridge, queues), and “shift-left” quality practices (automated testing, policy-as-code, guardrails).
- Comfortable leading incident deep-dives and contributing to permanent fixes.
- Relevant AWS certifications.
- Pragmatic engineer who automates wherever possible to reduce toil.
- Strong analytical thinking and structured problem-solving skills.
Our Package
Tailored benefits make a real difference. That’s why we offer a comprehensive range to support your growth, wellbeing, and everyday life.
Get help with your application
Your very own career expert that helps elevate your application to the next level.
You can design the package to suit you and your lifestyle. Your core benefits include:
- 10% on target annual bonus
- Access to an online private GP 24/7 for you and your immediate family
- Market-leading paid carers leave with up to 2 weeks off
- Equalized maternity, paternity, and adoption leave – 18 weeks’ full pay and 8 weeks’ half pay
- Discounted EE and BT products, including mobile and broadband
- Market leading Pension scheme – 5% from you and 10% from us
- Holiday purchase scheme
You can select additional benefits, including healthcare, dental, gym memberships and more when you’re ready.
Ready to connect for good and help shape the future?
Apply now
BT Group is the UK’s leading communications group and the holding company behind some of the country’s most recognised brands – including BT, EE, Openreach and Plusnet. Our purpose is as simple as it is ambitious: we connect for good. Our customers include consumers, small, medium and large businesses, public sector organisations and other communications providers.
BT Group’s role is about setting direction, unlocking value, and creating the conditions for our brands and businesses to thrive.
Having come through the most capital-intensive phase of our fibre investment, our focus now is on what comes next – simplifying how we operate, using technology and AI to work smarter, and organising ourselves to serve customers better and grow sustainably. Group teams shape strategy, policy, brand, capital allocation, and transformation, helping the whole organisation perform at its best.
We have a singular culture that unites all our people: we are customer-first challengers, who are committed, clear, and connected. These behaviours unite us as one team to deliver for our colleagues, our customers, our stakeholders, and the country. Joining BT Group means working at the heart of a business that matters to the UK, with the opportunity to shape decisions, influence outcomes, and help set the future course of one of the country’s most important companies.
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