Ai/ml Devops Engineer

Year    Bangalore, Karnataka, India

Job Description


We help the world run betterAt SAP, we enable you to bring out your best. Our company culture is focused on collaboration and a shared passion to help the world run better. How? We focus every day on building the foundation for tomorrow and creating a workplace that embraces differences, values flexibility, and is aligned to our purpose-driven and future-focused work. We offer a highly collaborative, caring team environment with a strong focus on learning and development, recognition for your individual contributions, and a variety of benefit options for you to choose from.Job Title, Summary & Role Information:1. Develop | Maintain CI/CD pipelines for automating the build, test, and deployment of AI/ML models and associated applications
2. Containerize AI/ML applications using Docker and/or Cloud Native Buildpacks (CNB) for efficient deployment to Kubernetes.3 Implement monitoring and logging to track the performance, reliability, and resource utilization of AI/ML applications, and for proactive identification of issues and troubleshooting.
4. Implement security best practices and compliance standards for AI/ML infrastructure and applications, including data encryption, access control, and vulnerability management.5. Collaborate with cross-functional teams including data scientists, AI/ML engineers to streamline development and deployment workflows
6. Drive adoption of ML Ops and new data science techniques within the team
7. Explore tools and software for scanning vulnerabilities of open source AI/ML model providers and implement as part of the pipelines.8. Document infrastructure configurations, deployment processes, and best practices, and provide training and support to team members on DevOps tools and practices.
9. Utilize vector databases for efficient data handling and retrieval.Experience (Role Requirements):i\xcc\x88 Bachelors/Masters in Computer Science or related fields
i\xcc\x88 4-10 years of experience in DevOps
i\xcc\x88 Proficiency in scripting languages such as Python, Groovy, Shell, or PowerShell
i\xcc\x88 Experience with cloud computing platforms (e.g., AWS, Azure, GCP)
i\xcc\x88 Proficiency in CI/CD tools such as Jenkins, Argo CD, Kubeflow/MLflow, Amazon Sagemaker, Azure pipelines
i\xcc\x88 Experience with containerization technologies such as Docker, CNB and orchestration tools like Kubernetes
i\xcc\x88 Knowledge of monitoring and logging tools such as Prometheus, Grafana, ELK Stack, or Splunk
i\xcc\x88 Understanding of security principles and best practices for cloud-based environments
i\xcc\x88 Excellent problem-solving and troubleshooting skillsAbout the Team

  • DPP Engineeringi\xcc\x82 team works on one of the most strategic topic which is Data Privacy and Protection (DPP) reuse services in SAP Business Technology Platform (BTP).These services help manage different data privacy regulations like the EU GDPR.
\xe2\x80\x8bBring out your bestSAP innovations help more than four hundred thousand customers worldwide work together more efficiently and use business insight more effectively. Originally known for leadership in enterprise resource planning (ERP) software, SAP has evolved to become a market leader in end-to-end business application software and related services for database, analytics, intelligent technologies, and experience management. As a cloud company with two hundred million users and more than one hundred thousand employees worldwide, we are purpose-driven and future-focused, with a highly collaborative team ethic and commitment to personal development. Whether connecting global industries, people, or platforms, we help ensure every challenge gets the solution it deserves. At SAP, you can bring out your best.We win with inclusionSAP\'s culture of inclusion, focus on health and well-being, and flexible working models help ensure that everyone - regardless of background - feels included and can run at their best. At SAP, we believe we are made stronger by the unique capabilities and qualities that each person brings to our company, and we invest in our employees to inspire confidence and help everyone realize their full potential. We ultimately believe in unleashing all talent and creating a better and more equitable world.
SAP is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to the values of Equal Employment Opportunity and provide accessibility accommodations to applicants with physical and/or mental disabilities. If you are interested in applying for employment with SAP and are in need of accommodation or special assistance to navigate our website or to complete your application, please send an e-mail with your request to Recruiting Operations Team: Careers@sap.com
For SAP employees: Only permanent roles are eligible for the SAP Employee Referral Program, according to the eligibility rules set in the . Specific conditions may apply for roles in Vocational Training.EOE AA M/F/Vet/Disability:Qualified applicants will receive consideration for employment without regard to their age, race, religion, national origin, ethnicity, age, gender (including pregnancy, childbirth, et al), sexual orientation, gender identity or expression, protected veteran status, or disability.
Successful candidates might be required to undergo a background verification with an external vendor.Requisition ID: 396392 | Work Area: Software-Development Operations | Expected Travel: 0 - 10% | Career Status: Professional | Employment Type: Regular Full Time | Additional Locations: #LI-Hybrid.Requisition ID: 396392Posted Date: Aug 16, 2024Work Area: Software-Development OperationsCareer Status: ProfessionalEmployment Type: Regular Full TimeExpected Travel: 0 - 10%Location:Bangalore, IN, 560066Job alert

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Job Detail

  • Job Id
    JD3435311
  • Industry
    Not mentioned
  • Total Positions
    1
  • Job Type:
    Full Time
  • Salary:
    Not mentioned
  • Employment Status
    Permanent
  • Job Location
    Bangalore, Karnataka, India
  • Education
    Not mentioned
  • Experience
    Year