Machine Learning Engineer

4 weeks ago


Redmond, United States People Tech Group Inc Full time

Job Title: ML Engineer

Location: Redmond, WA

Job Type: Full-time

Job Description:

We are looking for a talented ML Engineer to join our innovative team. The ideal candidate will have experience developing and deploying machine learning models and a deep understanding of the ML lifecycle. You will be responsible for building and maintaining end-to-end ML pipelines, ensuring robust and scalable solutions from data ingestion to model evaluation.

Key Responsibilities:

  • Develop and maintain end-to-end ML pipelines, including data ingestion, data transformation, model training, model validation, model serving, and continuous model evaluation.
  • Deploy and manage machine learning models in production environments, ensuring scalability and reliability.
  • Utilize cloud platforms, particularly Google Cloud Platform (GCP), to implement and optimize ML solutions.
  • Work with containerization and orchestration technologies such as Docker and Kubernetes to deploy models efficiently.
  • Implement task orchestration using tools like MLflow, Kubeflow, Airflow, Vertex AI, Azure ML, and similar platforms.
  • Collaborate with data engineers to integrate and optimize data pipelines using tools such as Beam, Spark, Pandas, SQL, Kafka, and GCP Dataflow.
  • Work in Linux/Unix environments, leveraging strong skills in testing, troubleshooting, automation, and version control with Git.
  • Manage dependencies and build tools, using GCP Cloud Build, Jenkins, GitLab CI/CD, GitHub Actions, and other similar technologies.
  • Continuously monitor, evaluate, and improve ML models in production to ensure optimal performance and accuracy.



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