Urgent! DevOps Engineer - MLOps Position in Bengaluru - LION AND ELEPHANTS CONSULTANCY PRIVATE LIMITED
<p><p><b>About the Role :</b><br/><br/></p><p>We are seeking a highly skilled ML/DevOps Engineer with expertise in deploying and monitoring machine learning models at scale.
This role focuses on ML model load testing, performance monitoring, and end-to-end automation using modern MLOps tools and platforms.<br/><br/></p><p>You will collaborate with ML Engineers, Backend Developers, and QA Engineers to ensure scalable, reliable, and robust deployment pipelines for ML models, especially those used in recommendation systems and real-time customer-facing Responsibilities :</b></p><p><br/></p>- Design and implement end-to-end testing and load testing strategies for ML model deployments.<br/><br/></p><p>- Evaluate model latency, scalability, and reliability across varying RPS (requests per second).<br/><br/></p><p>- Build automated test cases for model performance validation before rollout.<br/><br/></p><p>- Set up real-time monitoring dashboards (e.g., with Grafana) to track error rates, response times, and other KPIs.<br/><br/></p><p>- Handle incident management related to ML model performance degradation or service failures.<br/><br/></p><p>- Collaborate with ML and backend teams to ensure smooth deployment pipelines using CI/CD tools like Jenkins.<br/><br/></p><p>- Develop and maintain model training and inference pipelines using platforms like Databricks, Kubeflow, and Tecton.<br/><br/></p><p>- Implement and maintain model versioning and lifecycle management using tools like mlFlow and Seldon.<br/><br/></p><p>- Use AWS cloud services (S3, EC2, Lambda, EKS, SageMaker, etc.) for hosting and scaling ML workloads.<br/><br/></p><p>- Support and improve ML platform components, including the feature store, model monitoring, and data Skills:</b></p><p><br/></p>- Databricks<br/><br/></p><p>- mlFlow<br/><br/></p><p>- Seldon<br/><br/></p><p>- AWS (cloud services for ML)<br/><br/></p><p>- Kubeflow<br/><br/></p><p>- Tecton<br/><br/></p><p>- to Evaluate :</b></p><p><br/></p>- Databricks<br/><br/></p><p>- mlFlow<br/><br/></p><p>- Seldon<br/><br/></p><p>- AWS<br/><br/></p><p>- Kubeflow<br/><br/></p><p>- Tecton<br/><br/></p><p>- Jenkins<br/><br/></p><p>- Grafana (for monitoring)<br/><br/></p><p>- Python (for scripting, automation, and Qualifications :</b></p><p><br/></p>- Masters or Ph.D. in Computer Science, Data Science, Machine Learning, or a related field.<br/><br/></p><p>- 3+ years of hands-on industry experience (excluding academic or research-only roles).<br/><br/></p><p>- Strong programming proficiency in Python, Java, or Scala.<br/><br/></p><p>- Proven experience working on online ML systems, especially recommendation engines.<br/><br/></p><p>- Understanding of ML model monitoring, custom ML platforms, and feature stores.<br/><br/></p><p>- Familiarity with MLOps best practices and software engineering principles in production environments.</p><br/></p> (ref:hirist.tech)
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Unlock Your DevOps Engineer Potential: Insight & Career Growth Guide
Real-time DevOps Engineer Jobs Trends in Bengaluru, India (Graphical Representation)
Explore profound insights with Expertini's real-time, in-depth analysis, showcased through the graph below. This graph displays the job market trends for DevOps Engineer in Bengaluru, India using a bar chart to represent the number of jobs available and a trend line to illustrate the trend over time. Specifically, the graph shows 591937 jobs in India and 50944 jobs in Bengaluru. This comprehensive analysis highlights market share and opportunities for professionals in DevOps Engineer roles. These dynamic trends provide a better understanding of the job market landscape in these regions.
Great news! LION AND ELEPHANTS CONSULTANCY PRIVATE LIMITED is currently hiring and seeking a DevOps Engineer MLOps to join their team. Feel free to download the job details.
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An organization's rules and standards set how people should be treated in the office and how different situations should be handled. The work culture at LION AND ELEPHANTS CONSULTANCY PRIVATE LIMITED adheres to the cultural norms as outlined by Expertini.
The fundamental ethical values are:The average salary range for a DevOps Engineer MLOps Jobs India varies, but the pay scale is rated "Standard" in Bengaluru. Salary levels may vary depending on your industry, experience, and skills. It's essential to research and negotiate effectively. We advise reading the full job specification before proceeding with the application to understand the salary package.
Key qualifications for DevOps Engineer MLOps typically include Computer Occupations and a list of qualifications and expertise as mentioned in the job specification. Be sure to check the specific job listing for detailed requirements and qualifications.
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Before the Interview:To prepare for your DevOps Engineer MLOps interview at LION AND ELEPHANTS CONSULTANCY PRIVATE LIMITED, research the company, understand the job requirements, and practice common interview questions.
Highlight your leadership skills, achievements, and strategic thinking abilities. Be prepared to discuss your experience with HR, including your approach to meeting targets as a team player. Additionally, review the LION AND ELEPHANTS CONSULTANCY PRIVATE LIMITED's products or services and be prepared to discuss how you can contribute to their success.
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