Internship: Data Science (May - Dec 2024)

Danone

Singapore
Training
Full-time

1 month ago

The Data Science (DS) team at Danone Nutricia Research, Singapore supports Digital Health and other teams in creating Machine Learning (ML) models that ease real-world data capture. Examples of these include the growth and stool AI that comes bundled with the My Unique Moments (MUM) App. The DS team is consistently making improvements in these Apps. However, due to the very nature of the ML, there is always room for improvement.In this role, you will improve both the accuracy and usability of AI models in production. This will include literature review of modern AI/vision algorithms, designing improvement algorithms appropriate for each AI model and propose & implement improvement algorithms. You are expected to (along with your supervisor):

Propose improvement algorithms
Create resource requirements (e.g. data labelling costs)
Create evaluation criterion
Create timelines for completion
Implement the solution
Present your result to stakeholders within Danone

Key internal stakeholders/relationships

Data Science Team
Digital Health Team
Other Global teams depending upon the specific algorithm

To be successful in this role, you will need…The following technical skills and experience :

Currently pursuing a Bachelor's Degree in Data Science, Bioinformatics, Engineering, or a related field.
Good Python programming skills
Prior experience in Deep Learning
Knowledge of the Functional API in TensorFlow will be a huge plus

These soft skills:

Able to translate AI and ML results to something that business users can understand

Flexibility
Do things your way. At Danone Singapore, we believe that our teams work best when they are empowered to work flexibly – this is why our hybrid working policy allows you to agree the right balance of homeworking and office working, in line with yours and the team’s needs.Focus on development – your way
With a suite of learning opportunities and a strong focus on in-role development, your line manager will work closely with you to help unlock your career ambitions within Danone. Working here you will enjoy a fast-paced, complex environment, which is packed with opportunities for the entrepreneurial spirit. You’ll work with some of the best-known brands in the world, such as evian, Dumex and Aptamil, and we absolutely guarantee that you can just be yourself.Our values
We live by our core ‘HOPE’ values – H is for Humanism, as people are at the heart of everything we do. O is for Openness, welcoming new ideas from the world we live in. P is for Proximity, as we believe that building close relationships leads to better understanding and trust. E is for Enthusiasm, for those who are as passionate as we are about bringing health through food to as many people as possible.Join our movement for a healthier world. One Planet One Health BY YOU. For more information about Danone, our divisions and culture, please visit careers.danone.com.#LI-DPS

Danone

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