Senior Data Scientist

4 weeks ago

Dubai, Dubai, United Arab Emirates ClickJobs Full time
Job Title: Senior Machine Learning Engineer

At ClickJobs, we're seeking a highly skilled Senior Machine Learning Engineer to join our team. As a key member of our data science team, you'll be responsible for designing, building, and delivering machine learning models and components that solve real-world business problems.

Key Responsibilities:
  • Design and develop machine learning models and components that meet business requirements.
  • Collaborate with cross-functional teams to create and enhance software that enables state-of-the-art big data and machine learning applications.
  • Retrain, maintain, and monitor models in production.
  • Leverage cloud-based architectures, technologies, and/or platforms to deliver optimized machine learning models at scale.
  • Construct optimized data pipelines to feed machine learning models.
  • Ensure all code is well-managed to reduce vulnerabilities, models are well-governed from a risk perspective, and the machine learning 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 machine learning framework (scikit-learn, PyTorch, Dask, Spark, or TensorFlow).
  • At least 1 year of experience productionizing, monitoring, and maintaining models.
Preferred Qualifications:
  • 1+ years of experience with Spark and Kubeflow or other pipeline orchestration technologies.
  • 1+ years of experience building, scaling, and optimizing machine learning systems.
  • 1+ years of experience with data gathering and preparation for machine learning models.
  • 2+ years of experience developing performant, resilient, and maintainable code.
  • Experience developing and deploying machine learning solutions in a public cloud such as AWS, Azure, or Google Cloud Platform.
  • Master's or doctoral degree in Computer Science, Electrical Engineering, Mathematics, or a related field.
  • 3+ years of experience with distributed file systems or multi-node database paradigms.
  • Contributed to open source machine learning software.
  • Authored/co-authored a paper on a machine learning technique, model, or proof of concept.
  • 3+ years of experience building production-ready data pipelines that feed machine learning models.

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