
Cloud Machine Learning Specialist
13 hours ago
About the Role:
We are seeking an experienced Cloud Machine Learning Specialist to join our team. The ideal candidate will have a strong background in machine learning and cloud computing, with experience in designing, implementing, and maintaining robust data pipelines and machine learning models on Google Cloud Platform.
Key Responsibilities:
- Design and implement data pipelines using Apache Beam, Dataflow, and BigQuery to process and transform large datasets.
- Develop and deploy machine learning models using Vertex AI, including training and evaluating custom tabular and image models.
- Collaborate with data engineers and software developers to ensure seamless deployment, monitoring, and maintenance of machine learning models.
- Maintain expertise in training, evaluating, and tuning ML models in BigQuery.
- Familiarize yourself with security best practices, including IAM, network security, and data encryption on GCP.
Requirements:
- 6-8 years of experience in machine learning and cloud computing.
- Hands-on experience with Docker, Kubernetes, Kubeflow, and Cloud Build.
- Experience with troubleshooting issues across the E2E ML lifecycle from data preprocessing to model serving.
- Adept with Vertex AI's Generative AI studio and knowledge of prompt engineering design techniques.
Benefits:
This is an exciting opportunity to work with a cutting-edge technology stack and contribute to the development of innovative machine learning solutions. If you are passionate about cloud computing and machine learning, we encourage you to apply.
Keywords: Cloud Machine Learning Specialist.
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