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Machine Learning Engineer Position

2 weeks ago

Dubai, Dubai, United Arab Emirates ClickJobs Full time
Job Summary

We are seeking a talented Senior Machine Learning Engineer to join our technology team at ClickJobs. The ideal candidate will have a strong background in machine learning and experience designing and building data-intensive solutions.

Key Responsibilities:
  • Design, build, and deliver ML models and components that solve real-world business problems, working closely with Product and Data Science teams.
  • Inform ML infrastructure decisions using understanding of ML modeling techniques and issues, including choice of model, data, feature selection, model training, hyperparameter tuning, dimensionality, bias/variance, and validation.
  • Solve complex problems by writing and testing application code, developing and validating ML models, and automating tests and deployment.
  • Collaborate as part of a cross-functional Agile team to create and enhance software that enables state-of-the-art big data and ML applications.
  • Retrain, maintain, and monitor models in production.
  • Leverage or build cloud-based architectures, technologies, and/or platforms to deliver optimized ML models at scale.
  • Construct optimized data pipelines to feed ML models.
  • Leverage continuous integration and continuous deployment best practices, including test automation and monitoring, to ensure successful deployment of ML models and application code.
  • Ensure all code is well-managed to reduce vulnerabilities, models are well-governed from a risk perspective, and the ML follows best practices in Responsible and Explainable AI.
Requirements:
  • Bachelor's degree in Computer Science, Electrical Engineering, Mathematics, or a related field.
  • At least 4 years of experience programming with Python, Scala, or Java.
  • At least 3 years of experience designing and building data-intensive solutions using distributed computing.
  • At least 2 years of on-the-job experience with an industry-recognized ML framework (scikit-learn, PyTorch, Dask, Spark, or TensorFlow).
  • At least 1 year of experience productionizing, monitoring, and maintaining models.