- Ensure the quality of the end-to-end lifecycle of our AI solutions: this includes everything from data preparation and model training to – POC and at scale – deployment, monitoring, and maintenance.
- Close collaboration with the AI Tech Lead and other team members, helping the team to build and deliver AI-powered applications in a secure, efficient, and reliable manner.
- Advise and guide the team on how to automate and optimize the deployment of AI- powered applications. Take the lead on establishing best practices and adopting the most suitable frameworks, tools and platforms for machine learning operations in the team.
- Develop, deploy, maintain and continually improve AI-powered applications and ML pipelines, which might include multiple components, such as data ingestion and transformation, model training and serving, frontend interfaces, databases and APIs.
- Implement continuous integration and delivery (CI/CD) for our AI solutions.
- Monitor model performance and data quality, and iterate on models in production.
- Collaborate with data engineers, data scientists and software engineers to make models, applications or use cases operational.
- Ensure the scalability and reliability of our AI and ML infrastructure.
- Ensure our practices keep up to date with MLOps standards.
- Actively share your knowledge with the team.
- Fluency in one at least one OOP language such as C# or Java.
- Experience with common data science languages, such as Python or R.
- Clear understanding of the machine learning project lifecycle.
- Proficiency with open-source tools, such as Jenkins.
- Experience with AWS Cloud Platform.
- Proficiency in using query languages such as SQL, Spark SQL, etc.
- Experience with container technologies like Docker and Kubernetes.
- Experience with software build and release processes, unit testing, version control, etc.
- Experience using Git source control.
- A passion for ML/AI.
- A collaborative and can-do attitude.
- Excellent written and verbal communication skills, comfortable with audiences including product and engineering management.
The Devoteam Group works for equal opportunities, promoting its employees based on merit and actively fights against all forms of discrimination. We are convinced that diversity contributes to the creativity, dynamism and excellence of our organization. All of our vacancies are open to people with disabilities.
