Director, Applied AI and Operations - Bangalore, India
Originally posted 5 October 2026 by the employer.
About the role
The Director, Applied AI and Operations will lead the design, development, and operation of enterprise agentic applications that power intelligent workflows, decision support, and automation across the company. This role owns the end-to-end lifecycle of agentic solutions from architecture and build through deployment and continuous improvement, leveraging shared evaluation, observability, and governance services provided by the enterprise AI platform.
What you'll do
- Lead architecture and delivery of scalable, reusable agentic AI solutions aligned with enterprise AI platforms.
- Design agent workflows using Model Context Protocol (MCP) and orchestration frameworks.
- Embed evaluation-by-design, leveraging standardized enterprise evaluation, governance, and observability services.
- Drive automation-first operations, including AI-powered monitoring, anomaly detection, and remediation.
- Partner with business leaders to translate problems into well-scoped agentic solutions.
- Build and scale an Agentic Solutions Engineering team, setting engineering and quality standards.
What you'll need
- 12–18 years in platform operations, DevOps, SRE, or AI/ML Ops roles.
- Proven experience owning both architecture and delivery of enterprise-scale platforms.
- Track record of building teams that ship and operate complex systems.
- Strong understanding of GenAI operational challenges (cost, latency, evaluation, governance).
- Bachelor's or Master's in Computer Science, Engineering, or a related field, or equivalent experience.
- Experience with Enterprise agentic platforms, MCP-based architectures, and orchestration frameworks.
- Experience with AWS, Kubernetes, and containerized services.
- Experience with APIs, workflow automation, and CI/CD for AI applications.
Skills: Enterprise AI, agentic applications, AI platform, orchestration frameworks, AWS, Kubernetes
This role has been open 3 days — well below the 50-day median for Infrastructure/Platform Software roles.
Infrastructure/Platform Software · Infrastructure Platform
|
Open roles in category
923
|
Median days open
50 d
|
Median salary
$229k
|
See the full market breakdown ▾Category comparison, skills in demand, and who else is hiring
| Metric | Marvell Technology | All employers we track in this specialty (923 roles · 87 employers) |
|---|---|---|
| Open roles in this specialty | 4 | 923 |
| Open roles in the wider Software, Firmware & Systems family | 58 | 6063 · 146 employers |
| Median days open | 4 d | 50 d (−46 d vs this employer) |
| Median salary (USD postings) | — | $229k |
Skills observed across this category: Enterprise AI, agentic applications, AI platform, orchestration frameworks, AWS, Kubernetes
Who's hiring in this category
- NVIDIA · 261 open roles · median 45 d
- Qualcomm · 59 open roles · median 62 d
- AMD · 54 open roles · median 27 d
- Cerebras · 40 open roles · median 73 d
- Graphcore · 38 open roles · median 100 d
- Renesas Electronics · 32 open roles · median 45 d
How we counted: 923 open Infrastructure/Platform Software (Infrastructure Platform) roles from 87 employers tracked in the SemiconductorJobs index, counted 8 Oct 2026. Specialty figures count only roles carrying this exact specialty label, so an employer's related work in neighbouring specialties is not included there — it is counted in the wider Software, Firmware & Systems family row. Figures refresh nightly.