GCP Architect

1 week ago

London Area, United Kingdom Prodapt Full time

Role: GCP Architect

Location & Travel: London

Employment Type : 1 Year Fixed term

Candidate Should be able to start as soon as possible

About Company:

Prodapt is the largest & fastest growing specialized firm serving in Connectedness vertical.

Present across 5 continents, delivering futuristic solutions & AI-driven services to global CSPs, and digital platform & software firms. Prodapt's customers range from telecom operators, digital/multi-service providers (D/MSPs), technology and digital platform companies in the business of connectedness. Prodapt builds, integrates, and operates solutions enabling next-generation technologies and innovations.

Role Overview

We are looking for a GCP Architect with hands-on experience designing and delivering Vertex AI–based solutions. The role focuses on practical architecture, solution design, and guiding engineering teams to build ML, GenAI, and data-driven applications on Google Cloud. You should be strong in GCP fundamentals, comfortable working with AI/ML workflows, and confident in translating business needs into technical architectures that can be delivered reliably.

Responsibilities

  • Design AI/ML and GenAI solution architectures on GCP using Vertex AI, BigQuery, Cloud Run, Cloud Functions, and GCS.
  • Set up and configure Vertex AI components (Workbench, Pipelines, Model Registry, Feature Store, Vector Search, Model Deployment).
  • Work with teams to design ML workflows, including data ingestion, preprocessing, model development, deployment, and monitoring.
  • Support the build of prompt-based, RAG, and LLM-driven applications using Gemini and Vertex AI Generative AI features.
  • Collaborate with data engineering teams to integrate models with BigQuery and other GCP data services.
  • Build MLOps pipelines using Cloud Build, Cloud Deploy, GitHub Actions, and Terraform.
  • Prepare architecture diagrams, solution documents, and design specifications.
  • Participate in client workshops to understand use cases and recommend solution approaches.
  • Review solution designs from engineering teams and ensure alignment with architecture standards.
  • Support cost estimation, performance optimisation, and deployment planning.
  • Ensure adherence to security, IAM, network, and governance guidelines on GCP.
  • Provide technical guidance and mentorship to development and data teams.
  • Support pre-sales activities when needed (solutioning, estimation, scoping).

Required Skills

  • Strong understanding of Google Cloud Platform architecture: IAM, VPC, networking, compute, logging, monitoring.
  • Hands-on experience with Vertex AI, including model training, deployment, tuning, and pipelines.
  • Experience implementing GenAI/LLM-based solutions (Gemini, RAG, embeddings, vector stores).
  • Knowledge of core machine learning concepts and ability to work with data scientists/ML engineers.
  • Proficiency with Python, ML frameworks (TensorFlow/PyTorch), and REST APIs.
  • Practical experience with Terraform, CI/CD, and automation on GCP.
  • Good understanding of BigQuery, Dataflow/Beam basics, and data modelling.
  • Ability to produce clean and clear architecture diagrams and documentation.
  • Strong communication skills and ability to work with clients and internal teams.

Good-to-Have Skills

  • Experience in telecom, Domain
  • Experience building ML evaluation, monitoring, and drift detection frameworks.
  • GCP certifications (Professional Cloud Architect / ML Engineer / Data Engineer).

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