Lead Consultant

1 month ago


Chennai, Tamil Nadu, India Domnic Lewis International Full time

Key Accountabilities:

- Collaborate closely with data science teams to design, deploy and manage the Kubernetes platform for Machine Learning.

- Provide the necessary infrastructure and platform to support the deployment and monitoring of ML solutions in production. Optimizing solutions for performance and scalability.

- Deployment of systems, applications, and tooling for data science on AWS cloud environments.

- Liaise with BTG data scientists to understand their challenges and work with them to help productionise ML pipelines, models and algorithms for innovative science.

- Take responsibility for all aspects of software engineering, from design to implementation, QA and maintenance with the support from ML experts.

- Liaise with other teams to enhance our technological stack, to enable the adoption of the latest advances in Data Processing and 12+ years' or equivalent experience architecting and managing large Kubernetes clusters

- Experience of managing service mesh, such as Istio

- Experience of Kubernetes ML platforms and toolkits (Kubeflow)

- Knowledge on Linux/Shell scripting

- Certified Kubernetes Administrator/Developer

- Experience of scheduling strategies on clusters with different node types

- Modern DevOps mindset, using best of breed DevOps toolchains, such as Docker, Git, Jenkins

- Experience with infrastructure as code technology such as Ansible, Terraform and Cloud Formation

- Experience managing and automating real-world platforms/applications on AWS

- Strong software coding skills, with proficiency in Python, however exceptional ability in any language will be recognized.

- Experience with system monitoring tools such as Grafana, Prometheus, Thanos, etc

- Experience with Continuous Integration and the building of continuous delivery pipelines, such as: Helm, ArgoCD

- Certified Kubernetes Administrator

(ref:hirist.tech)
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