Cloud 8 Data · Training
AI / ML Engineer
Deploy machine learning at the speed business demands.
Salary Range
$110K–$220K
avg. starting salary, 2026
Timeline
12–16 weeks to job-ready
Demand
Fastest Growing — 40% YoY job growth
cloud8data.com/brochures/ai-ml-engineer
CLOUD 8 DATA
About This Track
The fastest-growing track in tech. AI/ML Engineers bridge the gap between data science and production systems — building the infrastructure that makes models actually run at scale. Prerequisite: strong data engineering foundation (or take the Cloud Data Engineer track first).
Core Skills You'll Build
Certifications Included
Who This Is For
What You'll Be Able to Do
Taught by active practitioners billing Fortune 500 companies today.
cloud8data.com
Curriculum
What You'll Learn
Data Engineering Foundation
- —Python for ML pipelines
- —SQL & Spark for feature engineering
- —Cloud infrastructure fundamentals
- —Snowflake & dbt essentials
Machine Learning Core
- —Supervised & unsupervised learning
- —Feature stores & feature engineering
- —Model evaluation & validation
- —Experiment tracking with MLflow
MLOps & Deployment
- —Model serving & REST APIs
- —CI/CD for ML pipelines
- —Databricks ML runtime
- —Monitoring drift & retraining
GenAI & LLMs
- —LLM fundamentals & prompt engineering
- —RAG architecture & vector databases
- —Fine-tuning with Hugging Face
- —Building agentic AI applications
The Job Guarantee
"Land a cloud data role within 6 months or we keep coaching you for free."
ISA Option
Pay nothing until hired. 8–12% of year-1 salary (capped $12K) over 12 months. Only triggers on $50K+ role.
Get Your Free Roadmap
cloud8data.com/career-roadmap
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CLOUD 8 DATA
cloud8data.com · info@cloud8data.com
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