About AI Lab

Chalmers Next Labs is establishing a new lab focusing on the use of AI - AI Lab for Science and Society. In our new AI lab, AI is tested, validated and scaled. The lab offers expertise and a practical test environment where authorities, companies and researchers get help to solve concrete challenges in, for example, healthcare, transport and production - and find solutions that can be used quickly in reality.

The profiles we are currently looking for

As a first step, we are recruiting about ten senior scientists and engineers in data management, modeling and validation to the lab.

The profiles we are currently looking for are:

Leader of the AI Lab

• Driven leader with a deep interest in technology and with experience from both industry and academia

Data collection and preparation

• • Collection of data via APIs, databases, sensors or manual input, and identification of appropriate model architectures.
• • Curation and preprocessing of data and datasets and models.
• • Ensuring ethical management, data protection (GDPR) and legal compliance.
• Close collaboration with data scientists, ML engineers and subject matter experts to align data basis with model requirements.

Modeling and training

• • Design, development and training of machine learning models.
• • Performance optimization through iterative training, validation and model evaluation.
• • Model integration in production environment in collaboration with software and platform engineersOngoing monitoring of model performance and maintenance and retraining when needed.

Validation and deployment

• • Validation of the accuracy, generalizability and robustness of the model in different scenarios.
• • Bias detection and management, data drift and conceptual drift.
• • Collaboration with development teams to ensure high reliability and scalability in deployment.