Internship: Data Science

2 weeks ago


Singapore Danone Full time
About the job

Business Context

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.

Roles & Responsibilities
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 (with the guidance of 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
About you
To be successful in this role, you will need

The following technical skills and experience:

  • Currently pursuing a Bachelor's or Master's Degree in Data Science, Computer Science, Engineering or related fields and can commit full-time for the period of Jan
  • Jun 202
  • Good knowledge of Python programming
  • 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
About us

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.

LI-DPS
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