AI Engineer (GCP)
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Key skills for this role
About the Role
TMC Middle East is hiring a Consultant AI Engineer (GCP) for a leading organization in Saudi Arabia. This production role involves translating business problems into deployed ML solutions on Google Cloud, using Vertex AI, BigQuery, and Python.
Key Skills for This Role
Responsibilities
- Translate real, messy business problems into deployed ML solutions on Google Cloud
- Work on Vertex AI, BigQuery for feature engineering, Python, and GCP end to end
- Ship, monitor, and improve production ML systems
- Figure out ML formulation, success metric, and path to production
Requirements
- 5+ years in AI/ML engineering
- 3+ years hands on GCP
- Production code on GCP in the last 12–18 months (not a PoC or lab)
- Ability to name an algorithm chosen in the last year and justify the choice
- Experience with Vertex AI, BigQuery, Python, and TensorFlow/PyTorch/XGBoost
- GCP Professional ML Engineer certification is a strong plus
Full Job Posting
Role Overview
- TMC Middle East is hiring a Consultant AI Engineer (GCP) on behalf of a leading organization in Saudi Arabia.
- This is a production role: translate real, messy business problems into deployed ML solutions on Google Cloud.
Day to Day
- Get handed a vague problem from a business stakeholder; figure out ML formulation, success metric, and path to production.
- Work on Vertex AI, BigQuery for feature engineering, Python + framework of choice, GCP end to end.
- Ship, then monitor, then improve. No handing off to a deployment team.
Non Negotiable Requirements
- You wrote production code on GCP in the last 12–18 months. Not a PoC. Not a lab. Production.
- You can name an algorithm you chose in the last year, the project it was for, and why that algorithm.
- You have a war story: something broke, how you found it, and what you changed.
- You can whiteboard your last GCP ML architecture from memory.
- 5+ years in AI/ML engineering. 3+ years hands on GCP. GCP Professional ML Engineer cert is a strong plus.
What We Don't Want
- CVs full of tools with no projects behind them.
- "Experienced in Vertex AI" with nothing to show.
- Anyone whose last real GCP work was 2022.
Location and Seniority
- Location: Saudi Arabia
- Seniority: Consultant / Senior
- Stack: GCP · Vertex AI · BigQuery · Python · TensorFlow / PyTorch / XGBoost
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