KPMG Ukraine

Manager-KDNI MLOps Architect (Multi-Cloud)

KPMG Ukraine  •  Bengaluru, IN (Onsite)  •  5 days ago
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Job Description

The MLOps Architect is responsible for architecting and scaling enterprise‑wide MLOps and LLMOps platforms across Azure, AWS, and GCP. The role emphasizes platform design, standardization, governance, and cross‑team enablement, while remaining technically hands‑on.

Roles & Responsibilities:

  • Define reference architectures and standards for multi‑cloud MLOps platforms
  • Design scalable ML and GenAI platforms supporting multiple teams and use cases
  • Establish model lifecycle management, CI/CD, monitoring, and governance frameworks
  • Architect LLMOps and RAG solutions for enterprise GenAI adoption
  • Drive security, compliance, and Responsible AI controls across ML platforms
  • Optimize platform‑level performance, reliability, and cost efficiency
  • Mentor MLOps engineers and support capability development
  • Lead technical design reviews, estimations, and solution governance
  • Translate business requirements into scalable platform capabilities

Qualifications:

  • Bachelor’s or Master’s degree in Computer Science, Engineering, Data Science, or equivalent
  • 10–15 years of experience in MLOps, ML Platform Engineering, Cloud Architecture, or DevOps
  • Proven experience designing enterprise‑scale ML platforms

Technical Skills:

  • Strong Python and ML engineering background
  • MLOps and LLMOps architecture and lifecycle management
  • Kubernetes platform design and operations
  • CI/CD strategy for ML platforms
  • Terraform‑based Infrastructure as Code
  • Deep expertise in one cloud (Azure/AWS/GCP) with working knowledge of others
  • Observability, governance, and reliability engineering
  • Azure / AWS / GCP Machine Learning certifications

Certifications (Preferred)

  • HashiCorp Certified: Terraform Associate
  • Kubernetes certifications (CKA, CKAD, or CKS).

Soft Skills

  • Strong communication and stakeholder‑management skills.
  • Ability to work in client‑facing or cross‑functional environments.
  • Mentoring mindset with a focus on knowledge sharing and capability building.

The MLOps Architect is responsible for architecting and scaling enterprise‑wide MLOps and LLMOps platforms across Azure, AWS, and GCP. The role emphasizes platform design, standardization, governance, and cross‑team enablement, while remaining technically hands‑on.

Roles & Responsibilities:

  • Define reference architectures and standards for multi‑cloud MLOps platforms
  • Design scalable ML and GenAI platforms supporting multiple teams and use cases
  • Establish model lifecycle management, CI/CD, monitoring, and governance frameworks
  • Architect LLMOps and RAG solutions for enterprise GenAI adoption
  • Drive security, compliance, and Responsible AI controls across ML platforms
  • Optimize platform‑level performance, reliability, and cost efficiency
  • Mentor MLOps engineers and support capability development
  • Lead technical design reviews, estimations, and solution governance
  • Translate business requirements into scalable platform capabilities

Qualifications:

  • Bachelor’s or Master’s degree in Computer Science, Engineering, Data Science, or equivalent
  • 10–15 years of experience in MLOps, ML Platform Engineering, Cloud Architecture, or DevOps
  • Proven experience designing enterprise‑scale ML platforms

Technical Skills:

  • Strong Python and ML engineering background
  • MLOps and LLMOps architecture and lifecycle management
  • Kubernetes platform design and operations
  • CI/CD strategy for ML platforms
  • Terraform‑based Infrastructure as Code
  • Deep expertise in one cloud (Azure/AWS/GCP) with working knowledge of others
  • Observability, governance, and reliability engineering
  • Azure / AWS / GCP Machine Learning certifications

Certifications (Preferred)

  • HashiCorp Certified: Terraform Associate
  • Kubernetes certifications (CKA, CKAD, or CKS).

Soft Skills

  • Strong communication and stakeholder‑management skills.
  • Ability to work in client‑facing or cross‑functional environments.
  • Mentoring mindset with a focus on knowledge sharing and capability building.
•A bachelor’s or master’s degree or equivalent
•Broader experience with AWS, Azure and GCP beyond core usage
•Familiarity with Waterfall delivery methodology
•Ability to formulate Cloud & DevOps strategy and assess maturity across varied client environments
KPMG Ukraine

About KPMG Ukraine

KPMG – це міжнародна мережа фірм, що надають аудиторські, податкові та консультаційні послуги. В офісах KPMG у 143 країнах світу працюють понад 273,000 співробітників (FY23). Кожна фірма KPMG є незалежною юридичною особою і представляє себе як таку.

KPMG працює в Україні з 1992 року. KPMG в Україні надає аудиторські, податкові, бухгалтерські та консультаційні послуги для місцевих і міжнародних компаній. Нашою метою завжди було використання глобального інтелектуального потенціалу фірми в поєднанні з практичним досвідом наших українських професіоналів, щоб допомогти провідним компаніям досягти своїх цілей.

Офіси компанії знаходяться у Києві та Львові.

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KPMG is a global network of professional services firms providing audit, tax and advisory services. We operate in 143 countries and territories, and in FY23, collectively employed more than 273,000 people working in member firms around the world.

KPMG in Ukraine provides audit, tax, accounting and advisory services to local and international businesses. KPMG has been working in Ukraine since 1992, and our goal has always been to use the firm's global intellectual potential, combined with the practical experience of our Ukrainian professionals, to help leading companies to achieve their goals.

In Ukraine KPMG has its offices in Kyiv and Lviv.

Industry
Consulting & Advisory
Company Size
201-500 employees
Headquarters
Kyiv, UA
Year Founded
1992
Website
kpmg.com
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