Senior Deep Learning Engineer - Dynamic Object Perception

Coalesce Management Consulting; Göteborgs kommun; Presencial; SEK 900.000 - 1.350.000; Jornada completa

Descripción de la vacante

Coalesce Management Consulting seeks a Senior Deep Learning Engineer to join its Dynamic Objects team in Sweden. You will develop advanced deep learning solutions enabling vehicles to interpret dynamic objects in traffic, handling large datasets and spanning the full ML lifecycle from training to production deployment.

The role offers exposure to autonomous driving technologies and collaboration with data teams, annotation specialists and deployment engineers, driving state-of-the-art perception

Formación

• Strong experience developing Deep Learning and Machine Learning models.
• Proficient with PyTorch, TensorFlow or comparable deep learning frameworks.
• Experience developing scalable training frameworks and data pipelines.
• Strong understanding of model evaluation, KPIs and performance metrics.
• Experience working with large-scale datasets and data annotation processes.
• Experience collaborating with cross-functional engineering teams.
• Strong analytical and problem-solving skills with a structured engineering approach.

Responsabilidades

• Contribute to the development of shared training frameworks and data pipelines.
• Define data requirements and annotation strategies.
• Develop KPIs, metrics and evaluation pipelines for model performance.
• Collaborate with annotation and data teams to ensure high-quality datasets.
• Support deployment, validation and maintenance of algorithms in production environments.
• Research and implement modern deep learning architectures and methodologies.
• Drive continuous improvements to perception and dynamic object understanding systems.

Conocimientos

Deep Learning

Machine Learning

PyTorch

TensorFlow

Data pipelines

Model evaluation

Cross-functional collaboration

Analytical skills

Descripción del empleo

Coalesce Management Consulting seeks a Senior Deep Learning Engineer to join its Dynamic Objects team in Sweden. You will develop advanced deep learning solutions enabling vehicles to interpret dynamic objects in traffic, handling large datasets and spanning the full ML lifecycle from training to production deployment.

The role offers exposure to autonomous driving technologies and collaboration with data teams, annotation specialists and deployment engineers, driving state-of-the-art perception