Python and Shell Scripting Engineer

4 weeks ago


Bengaluru, India Unison Consulting 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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