Cloud Developer - MLOps

Key Responsibilities:
Cloud Infrastructure:
Design, develop, and maintain robust AWS cloud infrastructure to support large-scale applications.
Architect and implement scalable solutions using AWS services such as EC2, S3, Lambda, RDS, IAM, VPC, CloudFormation, and more.
MLOps:
Implement and manage MLOps pipelines to streamline the deployment and monitoring of machine learning models.
Automate model training, validation, deployment, and monitoring processes to ensure efficiency and reliability.
Large Language Models (LLM):
Utilize expertise in LLM to enhance our AI-driven solutions, including fine-tuning and optimizing pre-trained models.
DevOps Capabilities:
Develop and maintain CI/CD pipelines using tools such as Jenkins, GitLab CI, CircleCI, or AWS CodePipeline.
Implement infrastructure as code (IaC) practices using Terraform, CloudFormation, or AWS CDK.
Ensure the highest levels of security, scalability, and performance in all cloud deployments.
Monitor and manage the health, performance, and security of cloud environments using AWS CloudWatch, ELK stack (Elasticsearch, Logstash, Kibana), or Prometheus & Grafana.
Collaboration & Mentorship:
Collaborate closely with data scientists, engineers, and stakeholders to drive innovation and optimize cloud-based solutions.
Mentor and guide junior engineers, fostering a culture of continuous learning and improvement.
Technical Expertise & Innovation:
Stay up-to-date with the latest advancements in cloud technologies, LLM, MLOps, and DevOps practices to ensure our solutions remain at the cutting edge.
Troubleshoot and resolve complex technical issues across the cloud infrastructure

Technical skills required Level
AWS Cloud Dev. - EC2, S3, Lambda, RDS, IAM, VPC, and CloudFormation - Practitioner
Machine learning frameworks - TensorFlow, PyTorch, and Docker - Practitioner
DevOps - Jenkins, GitLab CI, CircleCI, AWS CodePipeline,Terraform, CloudFormation - Practitioner
Docker and Kubernetes - Practitioner
MLOps tools (e.g., AWS SageMaker, TFX, MLflow) - Practitioner
AIOps services (e.g., AWS CloudWatch, Datadog) - Practitioner

Need Basis

赛峰集团（Safran）是一家国际高科技集团公司，业务范围涵盖航空（推进、设备和内装）、防务和航天领域。其核心宗旨是致力于构建更安全且可持续发展的世界，让航空运输更加环保、舒适和便利。赛峰集团业务遍及全球，拥有100000名员工，2024年营业额为273亿欧元。单独或是通过合作，赛峰集团在其核心市场占据全球或地区领导地位。赛峰集团在其技术创新路线图中承诺将大力开展以环境为主导的研发项目。
赛峰集团（Safran）作为航空与防务领域的佼佼者，是行业中入选《时代》杂志“2024年度全球最佳公司”（World's Best Companies 2024）榜单的首家公司。

赛峰电气与电源公司（Safran Electrical & Power）是航空电气系统的世界领袖之一，同时亦是设备电气化以及电动与混合动力推进领域的重要参与者。其员工人数达14,000人，业务遍及13个国家/地区。