Full-Time

Machine Learning Engineer G5430

Confirmed live in the last 24 hours

Nisum

Nisum

51-200 employees

Develops custom digital commerce platforms

Consulting

Senior, Expert

Dallas, TX, USA

Required Skills
Kubernetes
Microsoft Azure
Python
Git
Development Operations (DevOps)
Requirements
  • Minimum of 8+ years of experience
  • Experience in implementing MLOps processes within the Azure ecosystem
  • Proficiency in Azure cloud services including AzureML, Azure DevOps, Azure Kubernetes Service (AKS), Azure Databricks
  • Strong knowledge of machine learning frameworks compatible with Azure and scikit-learn
  • Familiarity with Azure Resource Manager templates and Infrastructure as Code (IaC)
  • Experience with version control systems like Git and CI/CD pipelines using Azure DevOps
  • Implemented test automation scripts for deployment process validation
  • Scripting and coding skills in Python, PySpark, PowerShell, or Azure CLI
  • Understanding of security and compliance standards within Azure ecosystem
  • Experience in executing Azure MLOps projects
  • Cross-global location experience and ability to handle onshore-offshore team model
  • ML-related certifications like Microsoft Certified: Azure AI Engineer Associate or Databricks ML Engineer
Responsibilities
  • Collaborate with data scientists and engineers to design, build, and maintain Azure-based MLOps pipelines
  • Configure and manage Azure cloud resources to support machine learning workloads efficiently
  • Implement Azure-based deployment pipelines for deploying machine learning models into production environments
  • Implement test automation scripts to monitor & validate the deployment process
  • Develop and maintain data pipelines on Azure ensuring proper data governance and integration with MLOps pipelines
  • Implement best practices for data versioning, lineage tracking, and other data management
  • Ensure MLOps processes on Azure adhere to security and regulatory standards
  • Monitor and troubleshoot application and infrastructure issues and implement solutions
  • Collaborate with development and BI teams to ensure code quality and application performance
  • Stay updated on the latest Azure MLOps tools and services and integrate improvements into existing processes

Nisum is a leader in custom digital commerce platforms, integrating advanced technology solutions including blockchain and analytics to optimize revenue generation and digital infrastructure. The company is renowned for cultivating a culture of innovation and agility, focusing on delivering strategic insights and effective solutions tailored to meet the needs of global businesses. This progressive environment, coupled with a commitment to professional growth and transformation, makes it an excellent workplace for forward-thinking professionals.

Company Stage

N/A

Total Funding

N/A

Headquarters

Brea, California

Founded

2000

Growth & Insights
Headcount

6 month growth

0%

1 year growth

-3%

2 year growth

-11%