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Data Science Specialist

Data Science Specialist

UST

4 - 8 years

0 Lacs

thiruvananthapuram kerala

Posted:4 days ago| Platform: Shine logo

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Skills Required

python aws services cicd

Work Mode

On-site

Job Type

Full Time

Job Description

In this role, you will leverage a variety of AWS services (including AWS Glue, Lambda, S3, EC2, RDS, and more) and focus on Infrastructure as Code (IaC) using AWS CDK to automate the provisioning of cloud resources. Your responsibilities will include designing, building, and maintaining scalable, high-performance backend applications using Python. You will utilize a variety of AWS services to design robust, scalable, and efficient cloud architectures. Additionally, you will use AWS CDK to automate infrastructure provisioning and manage cloud resources efficiently. Developing and managing data pipelines with AWS Glue for ETL processes and implementing CI/CD pipelines for rapid deployment are also key aspects of this role. You will be responsible for building and exposing RESTful APIs for seamless communication between services and frontend components, while working closely with product managers, frontend engineers, and other stakeholders to deliver reliable software features. Following security best practices, optimizing performance, and mentoring junior developers to promote a culture of continuous learning and improvement are integral parts of this position. Key Responsibilities - Design, build, and maintain scalable, high-performance backend applications using Python. - Utilize a variety of AWS services to design robust, scalable, and efficient cloud architectures. - Use AWS CDK to automate infrastructure provisioning and manage cloud resources efficiently. - Develop and manage data pipelines with AWS Glue for ETL processes. - Implement and manage CI/CD pipelines for rapid deployment. - Build and expose RESTful APIs for seamless communication between services and frontend components. - Work closely with product managers, frontend engineers, and other stakeholders to deliver reliable software features. - Follow security best practices and optimize performance through code profiling, troubleshooting, and monitoring. - Mentor junior developers, conduct code reviews, and promote a culture of continuous learning and improvement. Must-Have Skills & Qualifications: - Backend development experience with a strong focus on Python. - Expertise in AWS services such as AWS Glue, Lambda, S3, EC2, RDS, and other AWS tools. - Proven experience in designing and managing data pipelines, particularly using AWS Glue. - Experience with Infrastructure as Code (IaC) using AWS CDK or similar frameworks (Terraform). - Solid understanding of CI/CD processes and tools (e.g., Jenkins, GitLab CI, AWS CodePipeline). - Strong experience with RESTful API design and API integrations. - Familiarity with cloud security best practices (e.g., IAM, encryption, secure networking). - Strong debugging, performance tuning, and troubleshooting skills in distributed cloud environments. - Proficient with version control (e.g., Git). - Excellent communication and collaboration skills. Nice-to-Have Skills: - Advanced experience with AWS Glue and complex ETL pipeline design. - Familiarity with event-driven architectures (e.g., SNS, SQS, Kinesis). - Knowledge of containerization technologies (e.g., Docker, Kubernetes). - Experience with NoSQL databases like DynamoDB or MongoDB. - Familiarity with serverless architectures (e.g., AWS Lambda). - Understanding of data warehousing solutions and integration with AWS data lakes.,

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Data Science Specialist