Data Scientist
hace 1 mes
SoftwareONE is a leading global software and cloud solutions provider that is redefining how companies build, buy and manage everything in the cloud.
By helping clients to migrate and modernize their workloads and applications and in parallel, to navigate and optimize the resulting software and cloud changes, SoftwareONE unlocks the value of technology.
The company's 8,900 employees are driven to deliver a portfolio of 7,500 software brands with sales and delivery capabilities in 90 countries.
Headquartered in Switzerland, SoftwareONE is listed on the SIX Swiss Exchange under the ticker symbol SWON.
The RoleWe are seeking a highly skilled Data Scientist with experience in MLOps to join our team.
The ideal candidate will have a solid understanding of data science and machine learning engineering principles, as well as hands-on experience in implementing and managing machine learning pipelines.
This role is crucial to optimize our model development and deployment processes, ensuring scalability and efficiency in our machine learning operations.
Key Responsibilities:- Develop, deploy and maintain machine learning models in a production environment.
- Design and manage machine learning pipelines using cloud tools and services.
- Collaborate with data engineers, developers and other data scientists to integrate models into existing applications and systems.
- Automate the process of training, validating, deploying and monitoring models.
- Ensure scalability, reproducibility and security of deployed models.
- Perform experiments to evaluate and improve model performance.
- Document processes and develop technical guides and manuals.
- Proven experience in data science and MLOps roles.
- Experience with MLOps tools such as Kubeflow, MLflow, TensorFlow Extended (TFX), and similar.
- Ability to program in languages such as Python, and/or SQL.
- Experience in building and managing CI/CD pipelines for machine learning models.
- Familiarity with agile development methodologies.
- Excellent communication skills and ability to work in a team environment.
- Strong knowledge in Google Cloud Platform (GCP), including services such as AI Platform, BigQuery, Cloud Storage, etc.
- Experience with other cloud platforms such as AWS or Azure.
- Knowledge in MLOps.
- Ability to sporadically collaborate with the pre-sales team in the design and evaluation of some proposals.
SoftwareONE welcomes applicants from all backgrounds and abilities to apply.
If you require reasonable adjustments at any point during the recruitment process, please contact us.
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