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Machine Learning Engineer

Machine Learning Engineer

GSPANNgurugram, India
21 hours ago
Job description

Description GSPANN is hiring a Machine Learning / Data Engineer Specialist to build data pipelines, develop ML workflows, and deploy production models. Expertise in Python, Structured Query Language (SQL), and ML frameworks like TensorFlow, PyTorch, and Scikit-learn is required.

Role and Responsibilities

  • Design and implement scalable data pipelines and machine learning workflows.
  • Support data scientists by enabling feature engineering, streamlining data access, and deploying models.
  • Maintain robustness, monitoring, and retraining capabilities for production ML solutions.
  • Optimize the performance and cost efficiency of data and ML infrastructure.
  • Partner with Information Technology (IT) and data governance teams to ensure compliance and security.
  • Improve code quality, reusability, and automation in ML projects.
  • Evaluate and adopt modern tools and best practices on a continuous basis

Skills and Experience

  • Hold a bachelor’s or master’s degree in Computer Science, Engineering, Data Science, or a related field.
  • Certifications in cloud technologies or data engineering provide an added advantage.
  • Demonstrate proven experience in data engineering and / or machine learning infrastructure.
  • Write efficient code in Python and Structured Query Language (SQL), and work with ML frameworks such as TensorFlow, PyTorch, and Scikit-learn.
  • Build data pipelines, implement Extract, Transform, Load (ETL) or Extract, Load, Transform (ELT) processes, and manage workflows with orchestration tools such as Apache Airflow and Azure Data Factory (ADF).
  • Apply Machine Learning Operations (MLOps) practices and work with cloud platforms such as Microsoft Azure, Amazon Web Services (AWS), and Google Cloud Platform (GCP).
  • Handle structured and unstructured data effectively.
  • Apply DevOps concepts and manage version control using tools like Git and Continuous Integration / Continuous Deployment (CI / CD) pipelines.
  • Communicate efficiently in fluent English.
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    Machine Learning Engineer • gurugram, India