Hybrid AI/ML Architect & Consultant – OSS Automation

Posted 2 hours ago

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About the role

  • Agentic AI / ML Architect guiding the adoption of AI solutions across telecom OSS environments. Collaborate with business, engineering, and operations to transform network operations through agentic AI.

Responsibilities

  • Define agentic AI architecture blueprints for OSS automation and network operations
  • Design end-to-end closed-loop automation architectures, from telemetry ingestion to autonomous action
  • Lead the architectural design of LLM- and ML-driven OSS solutions (assurance, fulfillment, optimization)
  • Define agent responsibilities, boundaries, autonomy levels, and interaction models (single vs. multi-agent)
  • Architect RAG-based knowledge systems using operational data, runbooks, policies, and standards
  • Design safe execution frameworks including policy enforcement, approvals, guardrails, and rollback mechanisms
  • Define integration patterns with OSS, NMS/EMS, ITSM, and network controllers
  • Advise on event-driven, streaming, and real-time architectures for large-scale OSS environments
  • Establish evaluation, observability, and governance models for agent behavior and automation outcomes
  • Support use-case prioritization and business case development for AI-driven OSS initiatives
  • Lead architecture reviews, technical workshops, and stakeholder alignment sessions
  • Guide engineering teams on implementation best practices without owning day-to-day coding

Requirements

  • 6–10 years of experience in AI/ML architecture, OSS architecture , or telecom automation consulting
  • Strong understanding of agentic AI concepts, including: LLM-based reasoning and planning
  • Tool-using agents and action orchestration
  • Multi-agent coordination patterns
  • Solid experience designing AI/ML systems (even if not hands-on daily coding)
  • Deep knowledge of telecom OSS domains, including: Fault, Performance, Configuration, and Service Management (FCAPS)
  • Network and service assurance
  • Closed-loop and intent-based automation
  • Experience with OSS integration patterns and TM Forum Open APIs
  • Strong understanding of data and telemetry architectures (KPIs, alarms, logs, topology)
  • Familiarity with cloud-native architectures and AI/ML platforms
  • Ability to translate business and operational goals into technical architectures
  • Strong communication and presentation skills for client-facing and executive audiences

Benefits

  • Competitive salary
  • Health insurance
  • Flexible Compensation Plan as an enterprise benefit
  • Annual training budget to help you stay technologically up to date and grow professionally
  • Time flexibility: our life is not just a working day; we give you flexibility both in entry and exit. In addition, we enjoy a reduced working day on Fridays and Summer (July and August)
  • Our projects are Cutting-edge in technology and are in both national and international environments, making your growth global
  • We are committed to a flexible working model: hybrid, remote or office-based, you can choose what best suits your personal and professional needs (within Spain)
  • Our employee satisfaction survey tell us that we have a great work environment and great professionals in the company.

Job title

AI/ML Architect & Consultant – OSS Automation

Job type

Experience level

Mid levelSenior

Salary

Not specified

Degree requirement

Bachelor's Degree

Tech skills

Location requirements

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