Data Scientist

Activate Interactive Pte Ltd (“Activate”) is a leading IT solution and service provider headquartered in Singapore with a presence in Malaysia and Indonesia. Our clients are empowered with quality, cost-effective, and impactful end-to-end application development, like mobile and web applications, and cloud technology that remove technology roadblocks and increase their business efficiency.

We believe in positively impacting the lives of people around us and the environment we live in through the use of technology. Hence, we are committed to providing a conducive environment for all employees to realise their full potential, who in turn have the opportunity to continuously drive innovation.

We are searching for our next team members to join our growing team.

If you love the idea of being part of a growing company with exciting prospects in mobile and web technologies that create positive impact on people’s lives, then we would love to hear from you.

What will you do?

Manage data preparation and modelling:

• Define objectives and hypothesis for research on data and artificial intelligence (AI) models
• Analyse the ways in which datasets may be biased and address this in safety measures and deployment strategies
• Conduct extraction and integration of data including features from different data sources
• Develop multiple models and algorithms suitable for the use case
• Perform model comparison to draw inferences on variable importance
• Select the best model based on pre-defined evaluation criteria
• Account for data ethics and policies in model selection and evaluation process
• Interpret and evaluate model performance for scaling and deployment

Build and assess models

• Conduct testing on final model in real-time business conditions prior to deployment
• Scale and deploy models in real-time business conditions for end user consumption
• Initiate autonomous monitoring to scale human oversight
• Document modelling techniques used and assumptions made against test outcomes
• Enable end user capability to use AI/ Data Science products effectively

Present data driven business value of data science/AI models

• Create reports and deliverables based on insights derived from the model results
• Develop compelling, logically structured presentations including story-telling of research and/or analytics findings to secure stakeholder commitment

Requirements

What are we looking for?

• Bachelor or Master degree in Statistic, Mathematics, Biomedical Engineering, Electrical & Electronics Engineering, Computer Science or related discipline
• Passionate about data science and good working knowledge of Python, R, SQL and C/C++
• Good understanding or experiences in analog signal and noise processing is required
• Experiences in deploying prediction models to final products will be considered favorably
• Keen interest in digital healthcare, wellness and fitness domain

Benefits

What do we offer?

• Fun working environment
• Flexi benefits that cover medical, gym, sports and wellness
• Employee Wellness Program