Data Science - NLP OpenCV
- Bajaj Capital
- 3 to 8 Yrs
- 2 months ago
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Job Description
- 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.
Employement Category:
Employement Type: Full timeIndustry: IT Services & ConsultingRole Category: Not SpecifiedFunctional Area: Not SpecifiedRole/Responsibilies: Data Science - NLP OpenCVContact Details:
Company: LTI Mindtree LimitedLocation(s): All India,
Keyskills: NLP Airflow Python Jenkins GCP SQL Github Kubernetes SaS Open CV Pytorch Tensorflow
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