Chandler Recruiter Services Inc CHURN | Machine Learning Engineer – 983642 | Texas | United States | | 2023-01-27

Before u proceed below to check the jobs/CVs, please select your favorite job categories, whose top job alerts you want in your email & Subscribe to our Email Job Alert Service For FREE


Job Location: Texas

Job Detail:

Lead ML Engineer

The ideal candidate is a seasoned ML/Ops engineer with hands on experience in building and maintaining ML pipelines, integrating them with heterogeneous data sources. Good understanding of ML training and serving infrastructure is a must, with an emphasis on secure interoperability of ML services in a multi-service environment. The person should have strong development and communication skills, with an appreciation of data security and continuous integration.

Job Description:
Architect, design and maintain large scale ML pipelines in the Azure/MLFLow/Kubeflow environment.

  • Model Deployment:
  • Work with Data Scientists and Infrastructure Engineers to develop and deploy ML models in a data and computationally efficient way. Develop and improve tooling related to system reliability model performance monitoring.

  • Data Source Integration:

Integrate ML pipelines with diverse data sources, with data modalities including text and image and audio data, and storage modalities ranging from on-disk files, through databases to internal and web-service APIs.

  • Presentation and Visualization
  • Create and share architecture and design documents with the team.
  • Create dashboards for performance monitoring.

  • Bachelors or Masters in Computer Science.
  • Comprehensive familiarity with common ML service architectures.
  • +5 years of professional experience in ML ops involving major cloud platforms.
  • Extensive Experience with building ML pipelines utilizing heterogeneous data.
  • Good hands-on experience with KubeFlow and MLFlow
  • Extensive familiarity with CI, build and source control tools
  • Strong communication and project management skills

Ideally the candidate will have:
  • +5 years of experience with ML pipeline development in the Azure, AWS or Google Cloud platforms
  • +5 years of experience with ML frameworks and tools (scikit-learn, pytorch, tensorflow, etc)
  • Hands-on experience data processing tools related to text, images and audio (e.g., OpenCV, Wave2letter++)
  • Strong familiarity with development on Linux
  • Strong software development skills, with an emphasis on Python

Apply Here

Submit CV To All Data Science Job Consultants Across United States For Free


Please enter your comment!
Please enter your name here