Senior MLOps Engineer

2 weeks ago

Anywhere in IndiaMultiple LocationsAny Location Recruiting Bond Full time

Job Description :


Qualifications :


- Bachelor's or Master's degree in Computer Science, Engineering, or a related field.


- Minimum of 3-5 years of experience in DevOps or MLOps.


- Strong programming skills in Python.


- Familiarity with ML frameworks like TensorFlow, Pandas, or Scikit-learn.


- Experience with containerization tools like Docker and orchestration platforms like Kubernetes.


- Hands-on experience with cloud platforms like AWS, Azure, or GCP.


- Excellent understanding of CI/CD tools like Jenkins, GitLab CI, Github Actions Good knowledge of database management, both SQL and NoSQL. Strong problem-solving skills and attention to detail.


Key Responsibilities :


Infrastructure Ownership :


- High availability of production systems, and a highly visible and measurable environment


- Automating and streamlining standard infrastructure operations. Provisioning IAM Users, Roles and Permissions


- Proficiency in Auto Scaling techniques and Deployment strategies for high availability and self-healing infrastructure.


- Customizing Metaflow framework to suit our data science needs.


- Making high-level decisions on technologies we use to create and deploy our applications.


Internal Tools Ownership :


- Terraform and ansible automation with an Infra-As-Code approach to provisioning


- Deployment Pipelines - creation, operation, and upgrades.


- Monitoring systems implementation and support, expanding to provide a comprehensive monitoring solution, At a Glance system statuses, alerting mechanisms.


- Supporting engineers on internal tools, systems, and processes.


Preferred Skills :


- Experience in setting up monitoring tools like Prometheus, Grafana. Experience with Infra as code like Terraform


- Experience in experimentation tracking tools like WandB


- Familiarity with data tools like DVC, Metaflow, Airflow.


- Knowledge of feature stores and ML metadata management.


- Certifications in DevOps or Cloud platforms.


Benefits :


- Competitive salary and performance bonuses.


- Flexible work hours and remote working options.


- Opportunities for career advancement and continuous learning.

(ref:hirist.tech)

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