Intern - Data Science Intern - IN26003
雇主Activate Interactive Pte Ltd
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免费评估岗位摘要
As a Data Science Intern, you will work on real-world projects leveraging machine learning and stati
岗位职责
As a Data Science Intern, you will work on real-world projects that leverage machine learning and statistical modeling to derive actionable insights from health and wellness data. Your responsibilities will include:
- Data Collection and Preprocessing: Assist in gathering, cleaning, and organizing large datasets from wearable devices, surveys, and clinical sources. Ensure data quality and consistency for analysis.
- Exploratory Data Analysis: Perform statistical analysis and visualization to identify patterns, trends, and correlations in physical activity, sleep, body composition, stress, heart health, and blood glucose data.
- Model Development: Support the design, implementation, and evaluation of machine learning models (e.g., regression, classification, clustering) to predict health outcomes or personalize insights.
- Algorithm Optimization: Collaborate with senior data scientists to fine-tune algorithms for accuracy, efficiency, and scalability.
- Insight Generation: Translate analytical findings into clear, evidence-based recommendations for product features or health interventions.
- Documentation and Reporting: Maintain detailed records of methodologies, code, and results. Prepare reports and presentations to communicate findings to cross-functional teams.
- Collaboration: Work closely with software engineers, product managers, and domain experts to integrate data science solutions into the company's preventive healthcare platform.
- Research: Stay updated on latest techniques in AI, machine learning, and health analytics to propose innovative approaches.
申请条件
Qualifications and requirements:
- Currently pursuing a Bachelor's or Master's degree in Data Science, Computer Science, Statistics, Mathematics, or a related quantitative field.
- Strong foundation in statistics, probability, and machine learning concepts.
- Proficiency in Python or R for data analysis and modeling (experience with libraries such as pandas, scikit-learn, TensorFlow, or PyTorch is a plus).
- Experience with SQL for data querying and manipulation.
- Familiarity with data visualization tools (e.g., Matplotlib, Seaborn, Tableau).
- Excellent problem-solving and analytical skills.
- Strong written and verbal communication skills.
- Ability to work independently and in a team environment.
- Prior internship or project experience in health analytics, wearable data, or preventive healthcare is preferred but not required.
雇主简介
Activate Interactive is a technology consultancy based in Singapore, providing end-to-end application development including mobile, web, and cloud solutions to enhance business efficiency.
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