UST GLOBAL Salary
ST GEORGE'S HOUSE GEORGE STREET HUNTINGDON PE29 3GH UNITED KINGDOM
TIN: 14079148
UST GLOBAL Premium profile inactive Premium profile inactive
Earnings on positions in UST GLOBAL
UST GLOBAL is looking for employees for positions:
engineer
Requirements
- python, SQL, Pyspark, Azure Data Factory
- machine Learning,Python,Data Visualization,Deep Learning
- bachelor's or Master's degree in Computer Science, Engineering, or a related field
- proven experience in machine learning operations and deploying machine learning models in production environments
- experience with big data technologies like Apache Spark, or Dataflow
- extensive knowledge of Google Cloud Platform and its services, with a strong emphasis on Vertex AI
- knowledge of machine learning frameworks such as TensorFlow, PyTorch, or scikit-learn
- proficiency in programming languages such as Python
Responsibility
- collaborate with data scientists and software engineers to streamline the deployment of machine learning models into production environments
- implement continuous integration and continuous deployment practices for machine learning models, ensuring seamless updates and rollbacks
- optimize and tune machine learning models for performance, scalability, and cost-effectiveness on GCP and Vertex AI
- monitor the performance of deployed models, identify issues, and implement proactive measures to ensure model reliability and accuracy
- implement best practices for data governance, security, and compliance within the machine learning pipelines
- design, build, and maintain scalable and reliable machine learning pipelines on GCP and Vertex AI, leveraging tools such as Cloud Build, Cloud Run, and Vertex AI Pipelines
- collaborate with cross-functional teams to understand business requirements and translate them into technical solutions
- develop and maintain infrastructure as code solutions using tools like Terraform or Deployment Manager for provisioning and managing GCP resources