Machine Learning Engineer
4 weeks ago
We are seeking a seasoned Machine Learning Engineer with a background in software development and a history of crafting production-level applications. This is a permanent, full-time position with a 2-year term.
Key Responsibilities:
- Enhance our NLP and General AI systems to streamline operational processes
- Architect and code General AI application frameworks
- Refine and oversee existing ML and data transformation workflows, including ML Ops management
- Implement LLM and General AI automations to elevate the customer experience
- Oversee and refine existing machine learning workflows
- Construct data transformation and inference workflows
- Develop APIs to seamlessly integrate ML models into broader applications
- Identify ML and Intelligent Automation prospects with the business and project teams, capturing and interpreting business needs
- Assure the quality of machine learning code produced by peers
- Coordinate with the IT infrastructure manager for the upkeep of Intelligent Automation infrastructure components
- Document and agree upon development hours and story points, ensuring alignment with testing duration expectations
- Address daily operational challenges in collaboration with the IT team, including developers, architects, administrators, and team leaders
Requirements:
- Proficient in Python programming
- Experience in crafting serverless workflows on Azure, AWS, or GCP
- Skilled in developing data transformation pipelines utilizing SQL and NoSQL databases
- Competent in establishing CI/CD pipelines using Jenkins, Azure DevOps, or GitHub Actions, and ML Ops workflows in Azure ML, SageMaker, or Vertex AI
- Prior involvement in NLP application development is advantageous
- Familiar with agile development methodologies
- Able to estimate project costs and development timelines
Comprehensive Benefits Package
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