Cloud infrastructure
Plans programs on public cloud platforms, including migrations, regions, and capacity on AWS, GCP, or Azure.
Also called: AWS, GCP, Azure, cloud migration, Kubernetes, cloud platforms
How the score was computed
- News signal0.26
News signal 0.26: 1 verified article(s) mention this skill, weighted by how recent they are, source type, and evidence level (0.76 of 3 needed for a full signal). Strong means at least 0.4.
- JD signal34%
JD signal 0.34: 4 of 16 job descriptions require it and 3 prefer it (preferred counts 0.5). Strong means at least 35%.
- Momentum+1.00
Momentum +1.00: 1 article(s) in the last 30 days vs 0 in the 180 days before, compared per day.
In the news 2
- AI jobs are waiting while GPUs sit idle. Kubernetes has a new plan.
The New Stack · Trade press · Oct 23, 2026
“leaving pods pending and pricey GPUs sitting idle”
Strong evidenceAI-generated · Shift ExtractionFriction between the Kubernetes scheduler and autoscaler leaves pods pending and GPUs idle, and DRA-aware autoscalers, workload-aware scheduling, and provisioning requests are emerging to fix it.
- AI jobs are waiting while GPUs sit idle. Kubernetes has a new plan.
The New Stack · Trade press · Oct 23, 2026
“the CNCF sandbox project llm-d reached v1.0”
Strong evidenceAI-generated · Shift ExtractionThe llm-d distributed inference project reached v1.0, with maintainers saying open source AI serving is moving from experiments to production infrastructure.
In job postings 7
- Anthropicrequired
Technical Program Manager, Inference · Mid-Senior (7+ yrs) · captured Oct 27, 2026
“production distributed systems, ML infrastructure, or cloud platforms”
- Anthropicrequired
Technical Program Manager, Compute · Mid-Senior (7+ yrs) · captured Oct 27, 2026
“cloud infrastructure, cluster management, job scheduling, resource orchestration”
- Databrickspreferred
Staff Technical Program Manager- Security · Staff · captured Oct 27, 2026
“Experience operating in hyperscale cloud environments such as AWS, Azure, or GCP”
- MongoDBpreferred
Staff Technical Program Manager, Site Reliability Engineering · Staff · captured Oct 27, 2026
“Hands-on or close-partner experience with Kubernetes, cloud networking”
- Redditrequired
Staff Technical Program Manager, Infrastructure · Staff (IC5) · captured Oct 27, 2026
“large-scale migrations and deprecations in cloud infrastructure environments”
- Waymopreferred
Technical Program Manager - Onboard Systems, ML Modeling · Mid (5+ yrs) · captured Oct 27, 2026
“Experience with cloud-based machine learning platforms and infrastructure”
- Robinhoodrequired
Technical Program Manager · Mid (5+ yrs) · captured Oct 27, 2026
“Working familiarity with AWS and core infrastructure concepts”
Waiting for an editor (not counted yet)
- Cutting our inference bill by 68% by being obsessive about optimization: Cloudflare is experimenting with running its multi-agent code reviewer solely on Durable Objects using pi-durable.
- Extractor confidence 0.50 is below 0.7; evidence level is Weak