Generative AI Engineer
Faktion BVover 2 years ago
Antwerp, BelgiumSenior
Responsibilities
- Implement and augment generative AI models and tools, including GPT, Llama, LangChain, and Langfuse.
- Integrate and augment third-party generative AI solutions such as Microsoft Copilot with proprietary solutions.
- Collaborate with cross-functional teams to define AI project requirements and objectives.
- Research developments in generative AI, machine learning, and deep learning and identify integration opportunities.
- Optimize generative AI models for performance, scalability, and efficiency.
- Develop and maintain MLOps pipelines covering data preprocessing, feature extraction, model training, and evaluation.
- Develop and maintain containerized AI back ends using Docker and FastAPI.
- Create technical specifications, user guides, presentations, and other documentation.
- Contribute to generative AI development standards and best practices.
- Provide technical mentorship and guidance to team members on generative AI.
Requirements
- Bachelor's degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field; a Ph.D. is a plus.
- Solid experience implementing generative AI models and a strong understanding of deep learning techniques such as transformer models.
- Proficiency in Python and experience with machine learning libraries.
- Strong knowledge of data structures, algorithms, and software engineering principles.
- Familiarity with cloud platforms and services such as Azure.
- Native-level written and verbal communication skills in Dutch and English; French is a plus.
- Excellent problem-solving, critical-thinking, communication, and collaboration skills.
- Ability to work proactively and independently in a fast-paced environment.
- Experience developing and deploying scalable machine learning models is a plus.
- GitHub projects, Kaggle competition experience, relevant AI/ML publications, and experience in Data Quality, Retail, Manufacturing, or Finance are pluses.
Benefits
- Salary package with additional perks including a company car and fuel card or a mobility budget.
- Comprehensive hospitalization insurance and group insurance.
- Top-tier laptop and smartphone.
- Professional development through individual and team growth initiatives.
- Team-building activities and gatherings.
- Flexible hybrid working policy allowing employees to choose where, how, and when they work.
Categories
About Faktion BV
Faktion is an Antwerp-based AI product studio and consultancy that designs and builds enterprise machine-learning applications and APIs for industrial operations and business functions. It offers AI advisory, solution delivery, and productization services, including generative AI, NLP, and document processing. Founded in 2016 and privately held, Faktion incubated Chatlayer (conversational AI) and Metamaze (intelligent document processing) and serves customers across manufacturing, logistics, and other sectors.