Python and Shell Scripting Engineer

1 month ago


bangalore, India Unison Consulting Pte Ltd Full time
  • Design, develop, and maintain Python scripts and Shell scripts to automate system tasks and data processing.
  • Implement best practices for code readability, maintainability, and performance.
  • Develop and deploy machine learning models for various applications, including natural language processing, computer vision, and predictive analytics.
  • Collaborate with data scientists to implement and optimize ML algorithms.
  • Work with state-of-the-art Large Language Models (LLMs) for natural language understanding and generation.
  • Fine-tune and customize pre-trained language models for specific tasks.
  • Develop scripts for data extraction, transformation, and loading (ETL) processes.
  • Integrate ML models with data pipelines to ensure seamless data flow.
  • Optimize code and algorithms for performance and scalability.
  • Conduct performance profiling and implement improvements.
  • Implement automation scripts for deployment, monitoring, and maintenance tasks.
  • Collaborate with DevOps teams to integrate ML solutions into continuous integration/continuous deployment (CI/CD) pipelines.

Requirements

  • Minimum of 5 years of professional experience in Python and Shell Scripting, with a focus on ML and LLM.
  • Strong proficiency in Python and Shell scripting languages.
  • Experience in developing and deploying machine learning models.
  • Familiarity with Large Language Models (e.g., GPT, BERT) and their applications.
  • Solid understanding of data processing, ETL processes, and data integration.
  • Familiarity with database systems and data storage solutions.
  • Experience in optimizing code and algorithms for performance.
  • Knowledge of best practices in ML model optimization.
  • Experience with automation tools and frameworks.
  • Familiarity with DevOps practices and tools.



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