Senior MLOps Technical Lead

Teknik, data och digitalt · Data, AI och analys · Maskininlärning · Data engineering · DevOps

I korthet

This Senior MLOps Technical Lead role drives advanced machine learning operations and automation. You will leverage expertise in ML Ops, DevOps, and Python to architect and optimize ML pipelines, ensuring efficient model deployment and scalability.

Ansvarsområden

Implement and optimize ML pipelines using MLflow, Kubeflow Pipelines, and TFX for automated model training, validation, and deployment.
Integrate DevOps practices with Python scripting to automate infrastructure provisioning via Terraform, AWS CloudFormation, and Ansible.
Configure and maintain CI/CD workflows using Jenkins, GitLab CI/CD, CircleCI, and GitHub Actions for ML projects.
Monitor and analyze ML system performance using Prometheus, Grafana, ELK Stack, and Fluentd.
Apply proficiency in Git, GitHub, GitLab, and Bitbucket for source code management and collaboration.
Participate in technical reviews, contribute to process compliance, and support feasibility studies.
Prepare and submit project status reports, collaborating with internal stakeholders.

Krav

Advanced Proficiency In Ml Ops, Including Mlflow, Kubeflow Pipelines, Tfx, And Metaflow.
Advanced Proficiency In Devops Tools Such As Terraform, Aws Cloudformation, Ansible, Jenkins, Gitlab Ci/Cd, Circleci, And Github Actions.
Advanced Proficiency In Python For Automation, Scripting, And Ml Pipeline Development.
Advanced Proficiency In Monitoring And Logging Tools: Prometheus, Grafana, Elk Stack, Fluentd.
Advanced Proficiency In Version Control Systems: Git, Github, Gitlab, Bitbucket.
Solid Understanding Of Cloud Infrastructure And Deployment Strategies.
Solid Ability To Troubleshoot, Optimize, And Maintain Ml Environments.

Önskade kvalifikationer

AWS Certified Machine Learning – Specialty (Optional but valuable)
Google Professional Machine Learning Engineer (Optional but valuable)

Förmåner

Global technology company with over 223,000 people across 60 countries.
Delivering industry-leading capabilities centered around digital, engineering, cloud and AI.
Work with clients across all major verticals including Financial Services, Manufacturing, Life Sciences and Healthcare, Technology and Services, Telecom and Media, Retail and CPG, and Public Services.

Färdigheter

MLOpsMLflowKubeflow PipelinesTFXMetaflowDevOpsPythonTerraformAWS CloudFormationAnsibleJenkinsGitLab CI/CDCircleCIGitHub ActionsPrometheusGrafanaELK StackFluentdGitGitHubGitLabBitbucket

#MLOps#Machine Learning#DevOps#Python#Cloud#CI/CD#Automation

Om HCLTech

Supercharging progress through technology and innovation

HCLTech is a global technology company, home to 219,000+ people across 54 countries, delivering industry-leading capabilities centered around digital, engineering and cloud, powered by a broad portfolio of technology services and products. We work with clients across all major verticals, providing industry solutions for Financial Services, Manufacturing, Life Sciences and Healthcare, Technology and Services, Telecom and Media, Retail and CPG, and Public Services. Consolidated revenues as of 12 months ending September 2022 totaled $12.1 billion. To learn how we can supercharge progress for…

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