13 Aug
|
LTI Mindtree
|
Chennai
13 Aug
LTI Mindtree
Chennai
As an experienced candidate with 5 to 8 years of experience in Python and associated frameworks, you will be responsible for the following key tasks:- Build infrastructure as code using Terraform or equivalent tools.- Design CI/CD pipelines using Tekton, Jenkins, GitActions, or GCP Cloud functions.- Develop API services for ML models and pipelines.- Convert MVP/PoC to Production level services and mature products.- Conduct end-to-end testing at all stages to ensure first-time right results.- Manage deployment platforms for various ML models in a modular fashion.- Integrate features into large-scale products and platforms.- Create large-scale data transformation pipelines.- Orchestrate pipelines via Airflow/Kubeflow for both structured and unstructured data.- Develop an EDA automation framework that can be leveraged at scale.Qualifications required for this role include:- 3 years of hands-on experience in GCP with expertise in components like Astronomer, SQL, Pyspark, Scikit, Github, and VertexAI.- 3 years of experience in Python.Additionally, nice-to-have skills for the role include knowledge of Cloud functions, CloudBuild, Kubernetes, SaS-based models, Pytorch, and Tensorflow.
As an experienced candidate with 5 to 8 years of experience in Python and associated frameworks, you will be responsible for the following key tasks:- Build infrastructure as code using Terraform or equivalent tools.- Design CI/CD pipelines using Tekton, Jenkins, GitActions, or GCP Cloud functions.- Develop API services for ML models and pipelines.- Convert MVP/PoC to Production level services and mature products.- Conduct end-to-end testing at all stages to ensure first-time right results.- Manage deployment platforms for various ML models in a modular fashion.- Integrate features into large-scale products and platforms.- Create large-scale data transformation pipelines.- Orchestrate pipelines via Airflow/Kubeflow for both structured and unstructured data.- Develop an EDA automation framework that can be leveraged at scale.Qualifications required for this role include:- 3 years of hands-on experience in GCP with expertise in components like Astronomer, SQL, Pyspark, Scikit, Github, and VertexAI.- 3 years of experience in Python.Additionally, nice-to-have skills for the role include knowledge of Cloud functions, CloudBuild, Kubernetes, SaS-based models, Pytorch, and Tensorflow.
📌 Data Science - NLP OpenCV (Chennai)
🏢 LTI Mindtree
📍 Chennai