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AI/ML Engineer
Abode Techzone LLC
๐บ๐ธ United States
On-site
11 months ago
- AI/ML
- AI
- GCP
- Vertex AI
- BigQuery
- Kubeflow
- TensorFlow
- Cloud Functions
- Cloud Run
- GKE
- MLOps
- CI/CD
- Composer
- Terraform
- IaC
11 months ago
Job Title:
1. AI/ML Engineer
2. AI Platform Engineer
Location: NYC, NY (Hybrid Model)
Must have
Energy & Utility domain with experience in Google solutions.
AI/ML Engineer:
- Design and implement scalable ML models using GCP services such as Vertex AI, BigQuery ML, AutoML, and AI Platform.
- Build and maintain end-to-end ML pipelines using Vertex AI Pipelines, Kubeflow, and TensorFlow Extended (TFX).
- Collaborate with data scientists, data engineers, and product teams to translate business problems into ML solutions.
- Optimize model performance and manage model lifecycle including training, evaluation, deployment, and monitoring.
- Ensure reproducibility, scalability, and security of ML workflows using GCP-native tools.
- Integrate ML models into production systems using Cloud Functions, Cloud Run, or GKE.
- Apply MLOps best practices for CI/CD, versioning, and monitoring of ML models.
AI Platform Engineer:
- Design and implement AI/ML infrastructure using Vertex AI, Kubeflow, TensorFlow Extended (TFX), and Cloud AI Platform.
- Develop and maintain CI/CD pipelines for ML models using Cloud Build, Cloud Functions, and Artifact Registry.
- Automate model training, deployment, and monitoring workflows using Vertex AI Pipelines and Cloud Composer.
- Collaborate with data scientists and ML engineers to productionize models and ensure scalability and reliability.
- Manage infrastructure using Terraform, Deployment Manager, or other Infrastructure-as-Code (IaC) tools.
- Ensure compliance with security, privacy, and governance standards across AI/ML systems.
- Monitor and optimize performance of AI workloads on GKE, Cloud Run, or Cloud Functions.
AI/ML Engineer ยท Abode Techzone LLC