Internship / Master Thesis (M/F/d) Explainable Ai

vor 2 Monaten


Ladenburg, Deutschland ABB Vollzeit

**Internship / Master Thesis (M/F/d) Explainable AI for Industrial Applications**:
**Take your next career step at ABB with a global team that is energizing the transformation of society and industry to achieve a more productive, sustainable future. At ABB, we have the clear goal of driving diversity and inclusion across all dimensions: gender, LGBTQ+, abilities, ethnicity and generations. Together, we are embarking on a journey where each and every one of us, individually and collectively, welcomes and celebrates individual differences.**:
**Your responsibilities**:

- 1. Currently enrolled in a Master's program in Computer Science, Data Science, Artificial Intelligence, Engineering, Computer Linguistics, Applied Mathematics or a related field.
- 2. Solid understanding of machine learning principles, with a focus on natural language processing (NLP) or time series analysis.
- 3. Interest in explainable AI (XAI) principles and techniques.
- 4. Strong programming skills in Python.
- 5. Familiarity with deep learning frameworks such as PyTorch or TensorFlow.
- 6. Ability to work with large-scale datasets and experience with data pre-processing and augmentation techniques.
- 7. Strong problem-solving skills, analytical thinking, and a passion for research.
- 8. Good written and oral communication skills in English.
- 9. Ability to work well in an international team and adapt to an agile working environment.
- 10. Previous experience in an industrial setting or with industrial data is a plus, but not a requirement.

**Your background**:

- We are seeking an intern for our "Internship / Master Thesis (M/F/d) Explainable AI for Industrial Applications" position. As part of this role, you will dive deep into the domains of natural language processing and time series analysis, exploring, deploying, and developing cutting-edge machine learning models. Your focus will be on creating and refining explainable AI solutions and crafting interactive tools to bring transparency to complex AI systems in an industrial context.
- As our Explainable AI intern, your responsibilities will encompass a variety of tasks, including but not limited to:

- Employing explainable AI (XAI) principles to provide clear insights into the decision-making processes of our models across both NLP and time series contexts.
- Investigating and implementing techniques to leverage expert feedback for data augmentation, enhancing the performance and relevance of our models.
- Gaining hands-on experience with cutting-edge NLP techniques, emerging XAI technologies, and large-scale industrial data sets.
- Participating in research projects within our international and inspiring work environment, offering a chance to understand the workflow and dynamics of industrial research.

**More about us**:



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