Python
Jenkins
Git
DockerSkills - MLOps Pipeline Development | CI/CD (Jenkins) | Automation Scripting | Model Deployment & Monitoring | ML Lifecycle Management | Version Control & Governance | Docker & Kubernetes | Performance Optimization | Troubleshooting | Security & Compliance
Responsibilities:
1. Design, develop, and implement MLOps pipelines for the continuous deployment and
integration of machine learning models
2. Collaborate with data scientists and engineers to understand model requirements and
optimize deployment processes
3. Automate the training, testing and deployment processes for machine learning models
4. Continuously monitor and maintain models in production, ensuring optimal
performance, accuracy and reliability
5. Implement best practices for version control, model reproducibility and governance
6. Optimize machine learning pipelines for scalability, efficiency and cost-effectiveness
7. Troubleshoot and resolve issues related to model deployment and performance
8. Ensure compliance with security and data privacy standards in all MLOps activities
9. Keep up to date with the latest MLOps tools, technologies and trends
10. Provide support and guidance to other team members on MLOps practices
Required skills and experience:
• 3-10 years of experience in MLOps, DevOps or a related field
• Bachelor’s degree in computer science, Data Science or a related field
• Strong understanding of machine learning principles and model lifecycle management
• Experience in Jenkins pipeline development
• Experience in automation scripting
Shubham Vishwakarma
Full Stack Developer - Averlon
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- Grow Your Career: Accelerate your path to success (and keep up with the future) with formal programs on leadership and professional development, and many more on-demand courses.
- Elevate Your Personal Well-Being: Boost your financial, physical, and mental well-being through seminars, events, and our global Life Empowerment Assistance Program.
- Diversity, Equity & Inclusion: It's not just a phrase to us; valuing every voice is how we succeed. Join us in celebrating our global diversity through inclusive education, meaningful peer-to-peer conversations, and equitable growth and development opportunities.
- Make the Most of our Global Organization: Network with other new co-workers within your first 30 days through our onboarding program.
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Don't meet every single requirement? Apply anyway.
At Tech Data, a TD SYNNEX Company, we're proud to be recognized as a great place to work and a leader in the promotion and practice of diversity, equity and inclusion. If you're excited about working for our company and believe you're a good fit for this role, we encourage you to apply. You may be exactly the person we're looking for!
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Zimyo HRMS (A product of Zimyo | www.zimyo.com), is one of the fastest-growing employee experience platforms in the world serving over 1000+ organizations and empowering over 200,000+ employees through our SaaS-based HRMS and Benefits Platform. We help organizations streamline their entire HR and Payroll processes, with a particular focus on helping their employees with financial solutions like salary advances, personal loans, health insurance, etc.
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Full Stack Developer - Averlon