System Developer

1 month ago

Anywhere in IndiaMultiple Locations IMPLIFY TECHNOLOGIES INDIA PRIVATE LIMITED Full time

Job Python Development

- Machine Learning Experience - (Notebooks, Frameworks like Tensorflow/pytorch and libraries like pandas, numpy, etc.)

- Jenkins - used to continually create and test software projects, making it easier for developers and DevOps engineers to integrate changes to the project and for consumers to get a new build.

- Docker experience for containerization

- Any experience with AWS - AWS foundational services (EC2, IAM, AIM, Storage, SNS/SQS)

- Relational Database Experience (Oracle/SQL Server) - Specifically Experience doing data transformation activities

- Need Excellent communication Role will be to support 24/7 Enterprise Platforms, from Home Grown applications to Machine Learning Model

- Manage and maintain high-tier, mission-critical platforms ensuring 24/7 availability and performance.

- Support machine learning initiatives by setting up and managing ML environments, utilizing notebooks, TensorFlow, PyTorch, and relevant libraries.

- Develop, enhance, and maintain applications using Python, adhering to best practices and coding standards.

- Utilize GitHub for version control, ensuring code quality and collaboration among team members

- Implement continuous integration and continuous deployment (CI/CD) pipelines using Jenkins for efficient software delivery.

- Containerize applications using Docker and orchestrate them efficiently with Kubernetes for scalability and resilience.

- Configure and manage AWS foundational services such as EC2, IAM, AIM, storage solutions, and SNS/SQS for seamless integration and operation.

- Collaborate with the data team to design, develop, and optimize data stores and databases for efficient data storage and retrieval.

- Implement data transformations and ETL processes to ensure data integrity and consistency.

- Implement and manage Kafka for real-time data streaming and event-driven architectures.

- Utilize Spark and Spark Streaming for large-scale data processing and analytics, ensuring optimal performance and scalability.

- Implement infrastructure as code (IaC) using Terraform for provisioning and managing cloud resources.

- Automate infrastructure provisioning, configuration, and management tasks using Ansible for increased efficiency and consistency.

(ref:hirist.tech)

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