Machine Learning Operations (MLOps) Engineer at InterSwitch

Job Overview

Location
Lagos, Lagos
Job Type
Full Time
Date Posted
2 years ago

Additional Details

Job ID
62386
Job Views
122

Job Description



JOB SUMMARY



  • The ideal candidate will be responsible for supporting and enhancing Interswitch’s machine learning operations (MLOps) ecosystem.

  • He/she will ensure the seamless deployment, monitoring, and optimization of machine learning models while enabling data scientists and engineers to deliver innovative AI/ML solutions.


JOB RESPONSIBILITIES



  • Deploy and manage machine learning models and pipelines, automate deployment processes, and monitor model performance in production environments.

  • Collaborate with the infrastructure team to provision, configure, and maintain the necessary resources for machine learning workloads.

  • Implement and maintain CI/CD pipelines for ML projects, ensuring seamless and efficient deployment processes.

  • Monitor and optimize model performance, scaling resources as needed to accommodate increased workloads and maintain system stability.

  • Maintain version control for machine learning models and associated codebase using industry-standard tools (e.g., Git).

  • Work closely with data scientists, data engineers, data analysts, software engineers, and other cross-functional teams to ensure successful model deployments and integration.

  • Adhere to security best practices and compliance requirements, ensuring data privacy and protection.

  • Create and maintain documentation for MLOps processes and workflows.

  • Diagnose and resolve issues related to machine learning pipelines, infrastructure, and deployments.


EDUCATIONAL QUALIFICATION(S) and CERTIFICATION



  • Bachelor's degree in Computer Science, Engineering, or a related field.


EXPERIENCE



  • Minimum of 2 years in data science and/or 1-2 years in DevOps role.

  • 1-2 years in a data role for reporting purposes such as operations reporting, statistics, etc.


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