Python Developer

$145,600 - $171,246/Yr

Innova Solutions USA - Seattle, WA

posted about 1 month ago

Full-time - Entry Level
Remote - Seattle, WA
10,001+ employees
Professional, Scientific, and Technical Services

About the position

The Python Developer position at Innova Solutions involves providing support for LLM-based applications, ensuring their scalability and performance, and implementing automated testing frameworks. The role requires collaboration with development teams to troubleshoot issues and enhance application efficiency while maintaining compliance with data security and regulatory requirements.

Responsibilities

  • Provide L1, L2, and L3 support for LLM-based applications, ensuring timely resolution of issues.
  • Ensure the scalability and performance of LLM-based applications to handle large datasets and complex queries.
  • Identify opportunities for process improvements and implement innovative solutions to enhance the efficiency and effectiveness of LLM deployments.
  • Monitor application performance and proactively identify potential issues.
  • Troubleshoot and resolve application issues, escalating to higher levels of support when necessary.
  • Collaborate with development teams to address and resolve complex technical issues.
  • Maintain detailed documentation of support activities, including issue resolution steps and best practices.
  • Ensure compliance with data security and regulatory requirements during support activities.
  • Conduct root cause analysis for recurring issues and implement preventive measures.
  • Develop and implement automated testing frameworks for LLM-based applications.
  • Design and execute automated tests to validate the functionality, performance, and reliability of applications and LLMs.
  • Create and maintain test scripts for unit tests, integration tests, and end-to-end tests.
  • Collaborate with development teams to integrate automated testing into the CICD pipeline.
  • Monitor and analyze test results, identifying and reporting defects.
  • Continuously improve automated testing processes and frameworks to enhance test coverage and efficiency.

Requirements

  • Proven experience with core AWS services, including EC2, S3, and RDS.
  • Demonstrated proficiency with current software engineering methodologies, such as Agile SDLC approaches, distributed source code control, project management, issue tracking, and CICD tools and processes.
  • Proficiency in programming languages such as Python, SQL, R, and JavaScript.
  • Strong understanding of machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, scikit-learn).
  • Solid understanding of container strategies such as Docker and ECS.
  • Excellent skills and deep knowledge of databases such as Postgres, Elasticsearch, and Redshift, including distributed database design, SQL vs. NoSQL, and database optimizations.
  • Experience developing web applications in frameworks like Streamlit, Shiny, Vue, React, etc.
  • Proficiency with predictive modeling approaches and/or experience working with large language models.
  • Experience with testing frameworks and automated testing tools (e.g., pytest, Selenium, JUnit).
  • Bachelor's Degree with 2-4 years of academic/industry experience in application support or development.

Nice-to-haves

  • Experience in machine learning or LLM-based applications.

Benefits

  • Medical & pharmacy coverage
  • Dental and vision insurance
  • 401(k)
  • Health saving account (HSA)
  • Flexible spending account (FSA)
  • Life Insurance
  • Pet Insurance
  • Short term and Long term Disability
  • Accident & Critical illness coverage
  • Pre-paid legal & ID theft protection
  • Sick time
  • Employee Assistance Program (EAP)
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