4 days ago
Sibiu, Romania +2 moreStaff+
Responsibilities
- Own reusable platform and solution architecture patterns for AI applications, agents, models, retrieval services, data flows, APIs, and hybrid infrastructure.
- Architect containerized, serverless, event-driven, and private model-serving workloads using AWS and Kubernetes runtime platforms.
- Design secure cloud-to-on-premises connectivity, private endpoints, enterprise networking, DNS, proxies, and reverse-proxy patterns.
- Design identity and access controls, workload identities, least-privilege policies, encryption, certificates, and audit logging.
- Define model gateway, routing, open-source model, managed-model, private-inference, safety, tenancy, quota, and cost-control patterns.
- Establish infrastructure automation, environment promotion, policy, versioning, and approved DevOps practices using CloudFormation and Terraform.
- Establish observability, service-level objectives, incident response, rollback, quality signals, and cost telemetry.
- Define LLMOps/MLOps controls for evaluation, release gates, monitoring, drift, retraining, reliability, and operational support.
- Build reference deployments, diagnose platform issues, review code and infrastructure configurations, and mentor architects and engineers.
Requirements
- At least 5 years of software, cloud, platform, infrastructure, DevOps, or security engineering experience.
- At least 4 years designing and delivering production AI/ML, cloud, data, or platform solutions.
- At least 2 years architecting AI solutions across cloud and private, hybrid, or on-premises deployment models.
- Hands-on experience with AWS compute, containers, serverless, networking, security, observability, and infrastructure automation services.
- Experience with Kubernetes, APIs, IAM, secrets, private connectivity, infrastructure as code, monitoring, incident response, and rollback.
- Working knowledge of foundation models, RAG, agents, model gateways, open-source model serving, evaluation, and AI governance.
- Ability to review code, API contracts, infrastructure as code, runtime configurations, network flows, security designs, and operational telemetry.
- At least 10 years of relevant technology experience is preferred, while candidates with 8 years may be considered when platform depth is exceptional.
- Strong communication, influence, mentoring, judgment under ambiguity, regulated-environment experience, and relevant certifications are valued.
- Excellent written and spoken English.
Tech Stack
Categories
About NTT DATA
NTT DATA is a Tokyo‑headquartered, publicly traded IT services firm within the NTT Group. It provides consulting, application development, system integration, cloud and enterprise application services, and managed/outsourcing services for large enterprises and public-sector organizations. The company operates in more than 50 countries and is listed on the Tokyo Stock Exchange.