MLops - 4+ years - Gurgaon

MLops - 4+ years - Gurgaon

 An exciting opportunity for the one having at least 3 years of  experience working with ML services and DevOps concepts, and practices. The candidate must be having experience working in cross-functional Agile engineering teams and familiarity with standard concepts and technologies used in CI/CD build, deployment pipelines. A perfect role fit for the one having good hands on experience in Designing, building and optimize applications’ containerization and orchestration with Docker.

 Location: Gurgaon

Your future employer: A leading general insurance player, headquartered in London and building a global capability center in Gurgaon, India. 

Responsibilities:

• Operating and maintaining systems supporting the provisioning of new clients, applications, and features.

• Day-to-day monitoring of the production service delivery environment to ensure all services and applications are operating optimally and SLAs are met.

• Handling/managing E2E ML lifecycle.

• Building E2E ML pipeline/accelerators for either batch or real-time predictions.

 Requirements:

• At least 3 years’ experience working with ML services and DevOps concepts, and practices.

• Experience working in cross-functional Agile engineering teams.

• Familiarity with standard concepts and technologies used in CI/CD build, deployment pipelines.

• Model management and model performance monitoring (drift monitoring).

• Git for Source code management.

• Knowledge of machine learning frameworks (either of): Tensorflow, Caffe/Caffe2, Pytorch, Keras, MXNet, Scikit-Learn.

• Hands-on Python 3.x, Pandas, NumPy, SQL

• Should have hands-on in below technologies:

• Model Repository (either of): MLFlow, Kubeflow Model Registry

• Machine Learning Services (either of): Kubeflow, DataRobot, HopsWorks, or any relevant ML E2E PaaS/SaaS.

• Hands-on with REST API for real-time and near real-time (streaming) servings.

 What is in it for you?

• Work in diverse culture and global team

• Grow in culture focused on training and mentoring

• Work in a fast-paced environment in an established brand

Reach Us:

If you think you are perfect fit for this role, kindly drop me an email along with your updated CV at aayushi.grover@crescendogroup.in