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Cloud-Based Data Solutions Specialist
2 months ago
We are seeking a highly skilled Software Data Engineer to join our team at IVADO Labs. As a key member of our agile project team, you will work closely with our AI/ML scientists and engineers to design, develop, and deploy complex data pipelines and AI models.
Key Responsibilities- Design and Develop Data Pipelines: Create, build, and deploy complex data pipelines to feed AI models.
- Develop Data Ingestion Modules: Design and implement data ingestion modules to feed AI models.
- Develop AI Models: Collaborate with AI/ML scientists to develop and deploy AI models.
- Learn AI/ML Concepts: Stay up-to-date with the latest AI/ML concepts and technologies to ensure accurate translation of algorithms into production code.
- Deploy AI Models in the Cloud: Deploy AI models in the cloud and ensure their evolutivity.
- Execute or Participate in ML/OR Model Execution: Execute or participate in the execution of ML/OR models with AI/ML scientists.
- Design, Code, and Test New Features: Design, code, and test new features and functionalities.
- Apply IC/DC Practices: Apply IC/DC practices to prevent integration issues and ensure code is releasable at all times.
- Participate in Project Scrum Meetings: Participate in project Scrum meetings and update user stories using project management tools.
- Estimate User Stories: Estimate user stories based on acceptance criteria and 'Done' definitions.
- Refactor and Test Code: Refactor and test code to ensure quality and maintainability.
- Design and Implement a Scalable Software Architecture: Design and implement a software architecture that enables evolutivity and maintainability.
You will be part of a multidisciplinary agile team working on AI/ML projects. Our team is composed of experienced engineers, scientists, and project managers who are passionate about delivering high-quality solutions.
About IVADO LabsIVADO Labs is a leading organization in AI/ML research and development. We are committed to delivering innovative solutions that drive business value and improve people's lives.
Requirements- Minimum: Bachelor's degree in a related field (computer science, software engineering, AI/ML, mathematics).
- Minimum: 3+ years of professional experience in software development (post-graduation).
- Minimum: Full-stack developer with expertise in one or more main tools/platforms and able to implement end-to-end solutions.
- Minimum: Mastery of Python.
- Minimum: Experience with object-oriented design patterns.
- 3+ years of experience in a cloud-based development environment (e.g., GCP, AWS, Azure, DataBricks).
- Experience with programming languages such as C++ and/or Java.
- Experience with software projects or consulting.
- Experience working with agile multidisciplinary teams.
- Mastery or Ph.D.
- Experience in big data (Hadoop, Spark, Hive).
- Experience in operations research / machine learning / neural networks.
- Previous exposure to AI/ML concepts and, with the guidance of experienced AI/ML engineers, mastery of translating these concepts into efficient and high-quality production code.
