MLOps Engineer
2 weeks ago
GyanSys is looking for MLOps Engineer for its direct client on C2C. This is hybrid role. Please share consultants only on your W2.
Location: Ann Arbor, Michigan
Azure ML and related Azure technologies
Strong programming skills in languages such as Python, Java, or Scala
Responsibilities:
Design, implement, and maintain end-to-end machine learning pipelines for model training, validation, and deployment.
Collaborate with data scientists, software engineers, and DevOps engineers to integrate machine learning models into production systems.
Develop automation tools and frameworks to streamline the machine learning workflow, including data preprocessing, feature engineering, model training, and evaluation.
Optimize model performance and scalability by leveraging cloud computing resources and distributed computing techniques.
Implement monitoring and logging solutions to track model performance, data quality, and system health in production.
Manage model versioning, experimentation, and reproducibility using version control systems and experiment tracking tools.
Stay up to date with the latest trends and technologies in machine learning, cloud computing, and software engineering, and incorporate them into the MLOps workflow.
Provide technical guidance and mentorship to junior team members on best practices for MLOps.
Required Skillset:
Strong programming skills in languages such as Python, Java, or Scala.
Proven experience as an MLOps Engineer, specifically with Azure ML and related Azure technologies.
Familiarity with containerization technologies such as Docker and orchestration tools like Kubernetes.
Proficiency in automation tools like JIRA, Ansible, Jenkins, Docker compose, Artifactory, etc.
Knowledge of DevOps practices and tools for continuous integration, continuous deployment (CI/CD), and infrastructure as code (IaC).
- Bachelor's degree or higher in computer science, engineering, mathematics, or related field.
About GyanSys
GyanSys Inc is a global systems integrator & solutions provider focused on providing strategic business process, technology, platform, and managed service solutions.
As a recognized innovator in digital and process transformation, we specialize in SAP and Salesforce implementations, managed services, and analytics. We integrate cutting edge solutions in complex multi-cloud environments to optimize operations and to maximize return on investment. With over 1500 consultants, we are headquartered in Indianapolis USA, with delivery centers in Bangalore, India and Manilla, Philippines.
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