Sr Machine Learning Engineer
AXA GBS Morocco
CDISenior (5-10 ans)📍 Rabat
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A propos de l'entreprise
Entreprise :
AXA Global Business Services Morocco is a subsidiary of AXA Group, one of the leading insurance brands in the world. We embody the essence of a diverse, global team, uniting talents from around the world to create a seamless, supportive network for all AXA entities. Our story is one of collaboration and growth, deeply rooted in our mission and vision, guiding every step we take.
Our Mission: Together with entities, we deliver advanced services and shape solutions that drive operational excellence.
In the heart of AXA, our role is multi-layered. From insurance operations to corporate functions, we leverage data, technology, and diverse capabilities to enhance our partners' performance in a streamlined, efficient manner.
Our Vision: Building on unique capabilities and expertise, our teams dare to open new doors for AXA.
We are not just about today; we are shaping tomorrow. Our vision is to continuously develop new skills and solutions, opening doors to fresh opportunities. This means committing to the highest service and quality levels, embracing continuous improvement, and fostering courage and boldness within our team.
For over 25 years, our operations have spanned across five delivery centres in India and Morocco, serving more than 35 AXA entities. Our 3,800+ strong workforce is the heartbeat of our organisation, moving forward in a culture of trust, empowerment, and care. Driven by our values, we are a cohesive global team, quick to adapt to market dynamics, united by the desire to excel.
Our Centres of Excellence (COEs) offer advanced services, shaping tailor-made solutions for our partners in the Tech, Security, Data, Insurance Ops and Corporate function Ops domain.
The AXAllence strategic plan for 2024-26 charts our future course, focusing on operational efficiency, employee retention and skill enhancement, and delivering unparalleled value to our partners. These pillars, supported by our vision and mission, are the foundation of our commitment to AXA.
In essence, while our heritage lies in delivering value in BPO services, our innovative spirit thrives in the IT domain, all in support of the overarching AXA Group strategy. At AXA Global Business Services, we are not just preparing for the future; we are actively creating it.
At AXA Global Business Services, the future is brimming with opportunities. Join us on this exciting journey! Together, we will continue to open new doors for AXA.
AXA Global Business Services Morocco is a subsidiary of AXA Group, one of the leading insurance brands in the world. We embody the essence of a diverse, global team, uniting talents from around the world to create a seamless, supportive network for all AXA entities. Our story is one of collaboration and growth, deeply rooted in our mission and vision, guiding every step we take.
Our Mission: Together with entities, we deliver advanced services and shape solutions that drive operational excellence.
In the heart of AXA, our role is multi-layered. From insurance operations to corporate functions, we leverage data, technology, and diverse capabilities to enhance our partners' performance in a streamlined, efficient manner.
Our Vision: Building on unique capabilities and expertise, our teams dare to open new doors for AXA.
We are not just about today; we are shaping tomorrow. Our vision is to continuously develop new skills and solutions, opening doors to fresh opportunities. This means committing to the highest service and quality levels, embracing continuous improvement, and fostering courage and boldness within our team.
For over 25 years, our operations have spanned across five delivery centres in India and Morocco, serving more than 35 AXA entities. Our 3,800+ strong workforce is the heartbeat of our organisation, moving forward in a culture of trust, empowerment, and care. Driven by our values, we are a cohesive global team, quick to adapt to market dynamics, united by the desire to excel.
Our Centres of Excellence (COEs) offer advanced services, shaping tailor-made solutions for our partners in the Tech, Security, Data, Insurance Ops and Corporate function Ops domain.
The AXAllence strategic plan for 2024-26 charts our future course, focusing on operational efficiency, employee retention and skill enhancement, and delivering unparalleled value to our partners. These pillars, supported by our vision and mission, are the foundation of our commitment to AXA.
In essence, while our heritage lies in delivering value in BPO services, our innovative spirit thrives in the IT domain, all in support of the overarching AXA Group strategy. At AXA Global Business Services, we are not just preparing for the future; we are actively creating it.
At AXA Global Business Services, the future is brimming with opportunities. Join us on this exciting journey! Together, we will continue to open new doors for AXA.
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Vos missions
Model Design and Development:
- Design, train, and optimize Machine Learning and Deep Learning models using frameworks such as TensorFlow, PyTorch, and Scikit-learn. Collaborate with Data Scientists to turn prototypes into production-ready solutions.
Industrialization and Deployment:
- Implement CI/CD pipelines for training, evaluation, and deployment of models on Azure. Automate these processes to ensure continuous, reliable delivery.
Performance Optimization in Production:
- Improve model inference performance, reduce latency, and optimize costs. Make adjustments to ensure scalability and robustness.
MLOps and Cloud Architecture:
- Contribute to building a comprehensive MLOps architecture, including versioning data and models, model registry, monitoring, and incident management.
Documentation and Best Practices:
- Document models, pipelines, and processes to ensure maintainability, reusability, and compliance with company standards.
Collaboration and Communication:
- Work closely with Data Science, Data Engineering, and DevOps teams in an agile, multicultural environment to deliver high-value solutions.
Profil recherché
- Minimum of 5 years in Machine Learning, Data Engineering, or related fields
- Proven experience in end-to-end model deployment, monitoring, and maintenance in production
- Cloud experience, ideally with Azure, for implementing MLOps solutions
Technical Skills Required:
- Programming Languages: Python, SQL, PySpark
- ML Frameworks and Tools: TensorFlow, PyTorch, Scikit-learn, MLflow, Kubeflow
- Cloud Platforms: Azure (Azure ML, AKS, Data Lake, Data Factory, Databricks)
- DevOps & Automation: Docker, GitHub Actions, Azure DevOps, Terraform (preferred)
- Distributed Architecture: Strong understanding of distributed systems, data/model versioning, and scalable deployment practices
Soft Skills:
- Analytical mindset with strong technical rigor
- Excellent communication and collaboration skills
- Ability to work in agile, multicultural environments, taking ownership of projects
- Delivery-oriented with a focus on ownership and results