- Geylang Southeast (Singapore) Singapore
Kerja Sepenuh Masa Junior Data Scientist - AX26008, Gaji tinggi SGD 5,500 di ACTXA PTE. LTD. Southeast (Singapore) - Maukerja
Kongsi
Simpan
Lokasi Kerja
Penerangan Kerja
Tanggungjawab
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 create evidence-based, personalized 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 realize 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.
What will you do?
The Data Scientist researches, develops and validates the algorithms and AI models behind Actxa's preventive health insights. The role turns wearable sensor data and health datasets into reliable insights on activity, sleep, stress, recovery, heart health, blood glucose and nutrition, and helps build generative AI features such as personalized health insights and conversational coaching.
Working within the R&D team and alongside software engineers and research partners, the role supports Actxa's product roadmap and its research collaborations, with an emphasis on sound methods, careful validation and clear documentation.
Research and develop algorithms that turn wearable sensor data (e.g. PPG, accelerometer, heart rate variability) into insights on activity, sleep, stress, recovery and heart health
Build and improve models for blood glucose estimation and nutrition, including food recognition and nutrition data pipelines
Develop generative AI and LLM-based features such as personalized health insights, conversational coaching and behavioral nudging
Help design and run research studies with clinical and academic partners, covering protocol preparation, data collection and data quality checks
Clean, organize and analyze health datasets using statistical modelling, machine learning and deep learning methods
Test and validate algorithms and AI model outputs against reference data, and document methods and results clearly
Work with software engineers to bring models into Actxa's apps and products
Use AI-assisted tools (e.g. coding assistants, AI research agents) in day-to-day research and development, while critically validating their outputs
Contribute to research publications and invention disclosures
Requirements
Bachelor's or Master's degree in Data Science, Computer Science, Computer Engineering, Biomedical Engineering, Statistics or a related discipline
0 to 2 years of relevant experience; fresh graduates with strong internship or project experience are welcome
Good working knowledge of Python and SQL, and libraries such as pandas, NumPy, scikit-learn and PyTorch or TensorFlow
Solid foundation in statistics and machine learning
Experience with signal processing or time-series data from wearables is a plus
Familiarity with LLMs, prompt engineering, or frameworks such as Hugging Face, LangChain or LLM APIs is a plus
Exposure to clinical or health research, or to glucose and nutrition data, is a plus
Keen interest in digital health, wellness and preventive healthcare
Able to explain findings clearly to non-technical colleagues
Positive, adaptable and comfortable in a small team where priorities can shift
A natural tenacity, resilience and determination
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 create evidence-based, personalised 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 create evidence-based, personalized 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 realize 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.
What will you do?
The Data Scientist researches, develops and validates the algorithms and AI models behind Actxa's preventive health insights. The role turns wearable sensor data and health datasets into reliable insights on activity, sleep, stress, recovery, heart health, blood glucose and nutrition, and helps build generative AI features such as personalized health insights and conversational coaching.
Working within the R&D team and alongside software engineers and research partners, the role supports Actxa's product roadmap and its research collaborations, with an emphasis on sound methods, careful validation and clear documentation.
Research and develop algorithms that turn wearable sensor data (e.g. PPG, accelerometer, heart rate variability) into insights on activity, sleep, stress, recovery and heart health
Build and improve models for blood glucose estimation and nutrition, including food recognition and nutrition data pipelines
Develop generative AI and LLM-based features such as personalized health insights, conversational coaching and behavioral nudging
Help design and run research studies with clinical and academic partners, covering protocol preparation, data collection and data quality checks
Clean, organize and analyze health datasets using statistical modelling, machine learning and deep learning methods
Test and validate algorithms and AI model outputs against reference data, and document methods and results clearly
Work with software engineers to bring models into Actxa's apps and products
Use AI-assisted tools (e.g. coding assistants, AI research agents) in day-to-day research and development, while critically validating their outputs
Contribute to research publications and invention disclosures
Requirements
Bachelor's or Master's degree in Data Science, Computer Science, Computer Engineering, Biomedical Engineering, Statistics or a related discipline
0 to 2 years of relevant experience; fresh graduates with strong internship or project experience are welcome
Good working knowledge of Python and SQL, and libraries such as pandas, NumPy, scikit-learn and PyTorch or TensorFlow
Solid foundation in statistics and machine learning
Experience with signal processing or time-series data from wearables is a plus
Familiarity with LLMs, prompt engineering, or frameworks such as Hugging Face, LangChain or LLM APIs is a plus
Exposure to clinical or health research, or to glucose and nutrition data, is a plus
Keen interest in digital health, wellness and preventive healthcare
Able to explain findings clearly to non-technical colleagues
Positive, adaptable and comfortable in a small team where priorities can shift
A natural tenacity, resilience and determination
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 create evidence-based, personalised 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.
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