Cloud Developer - MLOps

Job Description

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

Job Requirements

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

But what else? (advantages, specific features, etc.)

Need Basis

Company Information

Safran is an international high-technology group, operating in the aviation (propulsion, equipment and interiors), defense and space markets. Its core purpose is to contribute to a safer, more sustainable world, where air transport is more environmentally friendly, comfortable and accessible. Safran has a global presence, with 100,000 employees and sales of 27.3 billion euros in 2024, and holds, alone or in partnership, world or regional leadership positions in its core markets.
Safran is in the 2nd place in the aerospace and defense industry in TIME magazine's "World's best companies 2024" ranking.

Safran Electrical & Power is one of the world's leaders in aircraft electrical systems. The company is a key player in equipment electrification and in the electric and hybrid propulsion sector. It has over 14,000 employees across 13 different countries.