Software Developer with AI
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Summary
Builds and optimizes scalable AI-based software solutions for a client in The Hague: researching and selecting open-source AI models, integrating them into modular components and pipelines, and implementing features, tests, and documentation in Python. Core stack: Python, AI/ML, Docker, microservices, and APIs.
As a Software Developer, you will perform the following tasks/services:
- Perform the design, implementation, and optimization of scalable AI based software solutions indicated by the client.
- Research, review, test and suggest for selection by the client of open source AI models to perform specific data processing tasks.
- Integrate AI models indicated by the client in modular components and build pipelines combining multiple AI based modules.
- Implement features and fixes in existing software products using Python as programming language.
- Compile relevant technical documentation, recording technical decisions, and provide usage instructions so others can understand and work with the software concerned.
- Perform unit and integration tests, finding and fixing defects, and verifying that the software behaves as intended.
- Perform any other relevant task as requested.
Mandatory:
- Bachelor's degree
- English language proficiency at minimum B2 level
- At least 6 years of experience in the IT field
- A minimum of 2 years of experience in ICT development of AI based software solutions.
- Participation in a minimum of 1 project integrating AI models.
- Participation in a minimum of 1 project involving the integration of AI models in modular components and/or building pipelines combining multiple AI based modules.
- A minimum of 2 years of experience with: writing clean, efficient, and scalable code using Python as programming languages.
- Good working knowledge of Python.
- Good knowledge of AI and machine learning fundamentals.
- Good knowledge of software architecture, APIs, microservices, and Docker.
- Good knowledge of software development methodologies (e.g. AGILE).
Desirable:
- Experience with: performing design, implementation, and optimization of scalable AI based software solutions.
- A minimum of 1 year of experience with: building test sets and automated evaluations to measure system performance and model accuracy, detecting regressions after model or prompting changes, and complementing standard unit and integration tests.
- Good knowledge of basic statistics and evaluation metrics (precision, recall, F1, error rates).
- Ability to participate in multi-lingual meetings, ease of communication.
- Capability of integration in an international/multi-cultural environment.
- Ability to cope with fast changing technologies used in application developments.