Senior Data Scientist: Digital Biomarkers & AI

InnoCellence; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

InnoCellence seeks a Senior Data Scientist in Singapore to lead data-driven insights from clinical study sensor data. You will develop models, evaluate results, and present findings to stakeholders, enabling real-time processing and scalable analytics.

Candidates should have a PhD in a related field and 5+ years of data science experience, with strong Python/R, TF/PyTorch skills, and hands-on big data and cloud deployment expertise.

Qualifications

• Ph.D. in Computer Science, Statistics, Mathematics, or related field.
• 5+ years of experience in data science, with a focus on sensor data analysis or digital health.
• Strong understanding of time-series analysis, signal processing, and feature extraction techniques.
• Proficiency in programming languages and libraries (e.g, Python/R, TensorFlow/PyTorch) for data analysis and machine learning.
• Hands-on experience with big data platforms and tools (e.g., Hadoop, Spark, cloud environments).
• Strong problem-solving and analytical skills.
• Excellent communication and collaboration skills with the ability to work effectively in a team environment.

Responsibilities

• Collaborate with customers to identify key questions, develop hypotheses, and test those hypotheses with clinical study data.
• Develop and implement machine learning algorithms for processing and interpreting sensor data (e.g., accelerometers, heart rate monitors, etc.). Research and develop novel digital measures with clinical significance.
• Design, develop, and implement solutions leveraging Large Language Models (LLMs) and Generative AI technologies, including prompt engineering, model fine-tuning, and Retrieval-Augmented Generation (RAG) pipelines.
• Apply data preprocessing techniques to optimize large sets of sensor data processing and analysis, handling issues like noise, missing data, and time-series synchronization.
• Validate and interpret results to ensure accuracy, performance and scalability in real-time processing of sensor streams.
• Communicate findings and insights to stakeholders through clear and compelling visualizations, reports, and presentations.
• Work closely with cross-functional teams to develop data-driven solutions to address business needs.
• Stay up-to-date with the latest advancements in data science and clinical research to continuously improve methodologies and approaches.

Skills

Data Science

Time-series analysis

Signal processing

Feature extraction

Python

R

TensorFlow

PyTorch

Big data

Spark

Cloud platforms

Education

PhD in Computer Science / Statistics / Mathematics

Tools

Hadoop

Spark

AWS

Azure

Job description

InnoCellence seeks a Senior Data Scientist in Singapore to lead data-driven insights from clinical study sensor data. You will develop models, evaluate results, and present findings to stakeholders, enabling real-time processing and scalable analytics.

Candidates should have a PhD in a related field and 5+ years of data science experience, with strong Python/R, TF/PyTorch skills, and hands-on big data and cloud deployment expertise.