Data Scientist

3 weeks ago

Singapur, Singapore ACTXA PTE. LTD. Full time
Roles & Responsibilities

Headquartered in Singapore, Actxa Pte Ltd is a deep tech company founded in 2015 that leverages artificial intelligence to create next generation preventive healthcare solutions.

We are an affiliated company by common shareholders with Activate Interactive Pte Ltd which company logo appears on the top of this page.

Actxa creates evidence-based, personalizes health insights in the domains of physical activities, sleep quality, body composition, stress and recovery, heart health and blood glucose evaluation and monitoring.

To improve population health, Actxa establishes worldwide partnerships and research collaborations to develop critical preventive health models to help people avert chronic diseases such as diabetes and hypertension.

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 have opportunities for you to grow your career path and are looking for talented professionals to join our team.

Actxa is hiring for Data Scientist

We are seeking a highly skilled and motivated Data Scientist to join our dynamic team in shaping the future of healthcare in preventive health using Artificial Intelligence (AI), Machine Learning (ML) and data analysis.

The ideal candidate will directly contribute to improving the health and well-being of the population, reducing healthcare costs, and championing a proactive approach to healthcare.

What will you do?

1. Data Collection, Processing and Preprocessing:

  • Collect, clean, preprocess, and wrangle raw digital health data to ensure its quality, integrity, and suitability for analysis and modeling.

2. Data Analysis and Modeling:

  • Utilize advanced statistical techniques, artificial intelligence and machine learning algorithms to analyze complex datasets.
  • Develop predictive models to identify patterns, trends, and insights for proactive health interventions.

3. Feature Engineering and Model Development:

  • Identify and engineer relevant features from diverse healthcare data sources to enhance model accuracy and performance.
  • Design, develop, and fine-tune machine learning models for predicting health risks and outcomes.

4. Productization and Code Transfer:

  • Follow through toward productization by deploying models into scalable, production-ready solutions.
  • Implement data pipelines and automation processes for efficient data processing and extraction.

5. Documentation and Reporting:

  • Document research, experiments, modelling techniques, and methodologies followed in projects.
  • Provide comprehensive reports and presentations on results, findings, and recommendations derived from data analysis and predictive models.

6. Collaboration and Communication

  • Collaborate with cross-functional teams including clinicians, data engineers, and product managers to understand business requirements and align data science initiatives with company goals.
  • Effectively communicate complex findings and insights to both technical and non-technical stakeholders.

7. Continuous Improvement and Innovation:

  • Stay abreast of the latest advancements in data science, machine learning, and healthcare technologies.

What are we looking for?

  • Bachelor or Master degree in Data Science, Biostatistic, Mathematics, Biomedical Engineering, Electrical & Electronics Engineering, Computer Science or related discipline.
  • 3+ years of experience in data science, healthcare analytics, or preventive medicine
  • Proficiency in programming languages: Python, R, SQL
  • Experience with machine learning frameworks: TensorFlow, PyTorch, Scikit-learn
  • Good understanding of biostatistics, epidemiology, and research design
  • Familiarity with cloud-based platforms: AWS & Ali Cloud
  • Experience with wearable device data, signal and noise processing will be preferred.
  • Keen interest in Chronic disease prevention, Population health management and Digital health interventions.
  • Excellent problem-solving skills and ability to work in a fast-paced, collaborative environment.
  • Natural tenacity, resilience, and determination.

What do we offer?

  • Fun working environment
  • Employee Wellness Program

Actxa Pte Ltd is an equal opportunity employer. Employment decisions will be based on merit, qualifications and abilities. Actxa Pte Ltd does not discriminate in employment opportunities or practices on the basis of race, colour, religion, gender, sexuality, national origin, age, disability, marital status or any other characteristics protected by law.

Protecting your privacy and the security of your data are longstanding top priorities for Actxa Pte Ltd.

Your personal data will be processed for the purposes of managing Actxa Pte Ltd’s recruitment related activities, which include setting up and conducting interviews and tests for applicants, evaluating and assessing the results, and as is otherwise needed in the recruitment and hiring processes.

Please consult our Privacy Notice ( ) to know more about how we collect, use, and transfer the personal data of our candidates. Here you can find how you can request for access, correction and/or withdrawal of your Personal Data.


Tell employers what skills you have

TensorFlow
Machine Learning
Data Analysis
Modeling
Pipelines
Mathematics
Population Health
Artificial Intelligence
Epidemiology
Biomedical Engineering
PyTorch
SQL
Python
Data Science
Research Design
Biostatistics

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