Roles and Responsibilities
B Tech / BE /
- 10 - 15 years of recent experience in DevOps with at-least 2-5 years of ML Ops experience.
- Hands on knowledge and expertise in AWS
- Hands on experience with: Jenkins, Lambda, Python/Go Lang, Ansible
- Expertise in Terraform
- Kubernetes and Docker
- Experience with ML platforms like AWS SageMaker, Databricks, or similar
- Experience working in cross-functional Agile engineering teams
- Experience with scripting and coding using Python, Shell
- Experience working with data scientists and helping put ML pipelines /solutions into production at scale
- Good to have Knowledge of ML frameworks like Airflow, MLflow, DAGs etc
- Familiarity with Data, Feature Store/Engineering and Pipeline Versioning of ML assets tools like DVC or similar
- Familiarity with setting up model and experiment versioning technologies like MLFLow/Kubeflow/AWS Sagemaker or similar
- Familiarity with setting up Hyperparameter Tuning tools like optuna/ kubeflow/AWS Sagemaker or similar
- Model Deployment and Monitoring using technologies like Hydrosphere/KubeFlow/Seldon/AWS Sagemaker or similar
- Strong analytical, verbal and written communication skills.
- Good knowledge of Linux system administration
- Good knowledge of CI/CD pipelines with Jenkins
- Experience in maintaining/monitoring infra & services on public cloud in AWS
- Strong Familiarity with AWS services such as Loadbalancer, S3, EMR, EC2, Kinesis
- Knowledge of Machine Learning Architectures including GPU Computing
- Experience with Agile/Scrum software development methodologies.
- Willing to work on both Devops and ML ops projects
- The job role doesn't require
- Developing any ML Models
- Developing software applications
Desired Candidate Profile
Perks and Benefits
Role:Manager - Machine Learning
Salary: Not Disclosed by Recruiter
Functional Area:Data Science & Analytics
Role Category:Data Science & Machine Learning
Employment Type:Full Time, Permanent
UG:Any Graduate,B.Tech/B.E. in Any Specialization
Connectpro Management Consultants Pvt Ltd.
A Leading telecom product development hiring for their R&D ceter in Bangalore
Contact Company:Connectpro Management Consultants Pvt Ltd.