ML Engineer with Azure
3 days ago
Role: ML Engineer with Azure
Location: San Antonio Tx 4 days per week
Contract Length: 12 Months with possibleextension
JobDescription
Position Summary
- We are seeking a highly skilled Azure Cloud Engineer witha strong background in Azure Cloud Infrastructure MicrosoftIntelligent Data Platform (ADLS Azure Synapse) and Azure MachineLearning (AzureML) to join our Data Science & AI team.
- This role is critical to our mission of usingAI to achieve improved safety sustainability andresponsibility.
- The ideal candidate will beresponsible for designing implementing and maintaining our entireAI/ML environment within Azure including the machine learningoperations infrastructure.
- Youll ensureefficient model development deployment and monitoring processesworking closely with Data Scientists and ML Engineers to guaranteea smooth transition from development to production.
KeyResponsibilities
- Asan Azure Cloud Engineer on our Data Science & AI team you willplay a critical role in designing implementing and maintaining ourAI/ML environment within Azure.
- Youllcollaborate closely with Data Scientists Hybrid Cloud and DevOpsengineers to ensure a seamless transition of ML models fromdevelopment to production.
- Heres a breakdownof your key responsibilities:
- Azure CloudManagement:
- Manage and maintain the MicrosoftAzure cloud infrastructure services and solutions relevant to AI/MLoperations.
- Use Microsoft Infrastructure asCode (IaC) and Terraform pipelines for deploying Azureresources.
- Monitor Azure Cloud resourcesincluding Azure AI services AzureML environments and modelperformance optimizing resource use and addressing issues tomaintain high service reliability.
- MachineLearning Operations (MLOps):
- Design implementand manage endtoend ML pipelines within AzureML for data processingmodel training validation and deployment.
- Utilize AzureML for efficient scaling of ML modelsapplying best practices in version control CI/CD (using AzureDevOps tools) and lifecycle management.
- Collaboration and Integration:
- Collaborate with Data Scientists ML Engineers HybridCloud and DevOps engineers to ensure seamless integration of AI/MLmodels into production focusing on scalability andreliability.
Additional Skills:
- Stay updated with the latest advancements inAzure AI/ML features and best practices to leverage cloudbasedAI/ML technologies effectively.
Qualifications
- To be successful in this role you will ideallypossess the following qualifications:
- Bachelors or Masters degree in Computer ScienceEngineering or a related field demonstrating a comprehensiveunderstanding of both theoretical and applied aspects of cloudengineering/infrastructure.
- Proven (3 years)experience in Azure Cloud engineering with a strong focus onAzureML including managing ML workflows.
- Expertise in Python for AI/ML workflows proficient withadditional scripting languages (e.g. Bash PowerShell).
- Familiarity with Azure DevOps (ADO) CI/CD practices andAzure AI/ML services.
- Strong foundation inAI/ML principles with practical experience in deploying models atscale.
- Proven track record of successful AI/MLmodel deployments in Azure.
- Azure DP100Certification preferred.
Why Join Us:
Join our cuttingedge Data Science & AI team andcontribute to the future of AI/ML technology In this role youllleverage Azure to drive innovation and operational excellence inour AI/ML initiatives.
Hereswhat you can expect:
- Be at the forefront of AI/ML advancements applying yourskills to solve realworld problems.
- Collaborate with a talented team of Data Scientists MLEngineers and cloud experts.
- Work in afastpaced environment that fosters continuous learning andgrowth.
- Make a significant impact on thecompanys success through the power of AI/ML.
MACHINE LEARNING , ML , PYTHON , DEVOPS , CI/CD, AZURE , DATA PROCESSING
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