Senior Data Scientist — Digital Health & AI

INNOCELLENCE SYSTEMS PTE. LTD.; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

INNOCELLENCE SYSTEMS PTE. LTD. is seeking a talented Data Scientist to derive insights from clinical study sensor data and to contribute to algorithm development for digital health applications.

You will work closely with customers to analyze datasets and build models and tools that improve understanding of clinical outcomes. Responsibilities include collaborating with customers to test hypotheses, developing ML algorithms for sensor data such as accelerometers and heart-rate monitors, handling

Qualifications

• PhD in Computer Science, Statistics, Mathematics, or related field.
• 3+ 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).
• Research and develop novel digital measures with clinical significance.
• 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

Time-series analysis

Signal processing

Feature extraction

Communication skills

Collaboration

Statistical thinking

Education

PhD in Computer Science, Statistics, Mathematics, or related field

Tools

Python/R

TensorFlow/PyTorch

Hadoop

Spark

Cloud environments (AWS/Azure)

Job description

INNOCELLENCE SYSTEMS PTE. LTD. is seeking a talented Data Scientist to derive insights from clinical study sensor data and to contribute to algorithm development for digital health applications.

You will work closely with customers to analyze datasets and build models and tools that improve understanding of clinical outcomes. Responsibilities include collaborating with customers to test hypotheses, developing ML algorithms for sensor data such as accelerometers and heart-rate monitors, handling