ai engineer

Enfint; Amsterdam; On-site; EUR 80,000 - 110,000; Full time

Job summary

TomTom ищет инженера ML/AI для разработки и внедрения функций на Python, улучшения систем мониторинга и интеграции решений в клиентские окружения. Роль предусматривает работу над CI/CD, MLOps и тонкой настройкой крупных языковых моделей.

Кандидат должен иметь опыт подготовки продакшн‑кодов, повышения производительности и исследовательский подход к новым технологиям.

Qualifications

• Опыт разработки новых функций на Python и улучшения существующих.
• Опыт управления CI/CD конвейерами и автоматизацией развёртывания моделей.
• Опыт интеграции на стороне клиента.
• Опыт разработки внутренних систем мониторинга и измерения производительности моделей.
• Опыт применения тонкой настройки и prompt‑инженерии для повышения эффективности моделей.
• Опыт подготовки продуктов к продакшн‑использованию, включая оптимизацию производительности и обработку ошибок.

Responsibilities

• Design, implement, and deploy new Python features to enhance core AI functionalities
• Contribute to CI/CD pipelines and MLOps infrastructure
• Automate model training, deployment, and monitoring processes
• Develop and improve the internal evaluation system
• Measure model performance, track key metrics, and ensure data integrity
• Manage integration of the AI solution into client environments
• Improve the performance and efficiency of existing models
• Fine-tune large language models and apply advanced prompt engineering techniques
• Participate in short-term research and development projects
• Explore new technologies and approaches that can give the product a competitive edge
• Take ownership of product hardening tasks
• Improve reliability and performance, and implement robust error handling and monitoring

Skills

Python

CI/CD

MLOps

Client integration

Model monitoring

Prompt engineering

Performance optimization

Job description

Описание:

TomTom develops products and services in motor vehicle manufacturing, computers and electronics manufacturing, and IT services and consulting.

Задачи:

• Design, implement, and deploy new Python features to enhance core AI functionalities
• Contribute to CI/CD pipelines and MLOps infrastructure
• Automate model training, deployment, and monitoring processes
• Develop and improve the internal evaluation system
• Measure model performance, track key metrics, and ensure data integrity
• Manage integration of the AI solution into client environments
• Improve the performance and efficiency of existing models
• Fine-tune large language models and apply advanced prompt engineering techniques
• Participate in short-term research and development projects
• Explore new technologies and approaches that can give the product a competitive edge
• Take ownership of product hardening tasks
• Improve reliability and performance, and implement robust error handling and monitoring

Требования:

• Experience building new Python features and improving existing ones
• Experience managing CI/CD pipelines and automating model deployment
• Experience with client-side integration
• Experience developing in-house systems to monitor and measure model performance
• Experience applying fine-tuning and prompt engineering to enhance model performance
• Experience making products resilient and ready for production, including performance optimization and robust error handling

Условия:

No conditions specified