数据科学家
Data Scientist
以人才为中心的思维为基础,Maker Lab 是一家营销机构,旨在打造去中心化的技术驱动型团队,从最基础开始与客户协作。Maker Lab 的跨职能多学科专家团队嵌入到客户的各个数字营销能力团队中——从度量和分析到内容制作。
职位概述:
Maker Lab 在科技、娱乐、金融服务和支付行业为客户提供支持。我们正在寻找充满活力的个人加入我们的团队,支持我们在音乐和娱乐行业的优秀客户。
我们正在寻找一名数据科学家,构建推动更智能营销的模型和分析系统。结合统计建模、机器学习和应用数据科学,您将把复杂的受众信号转化为可操作的见解,使亚太地区的团队能够更快地做出决策,发现新的机会,并推动有意义的粉丝参与。
合同类型:12个月固定期限合同
职位职责:
- 设计、训练和验证机器学习和统计模型,用于监控产品消费速度,标记早期趋势增长,并计算新发布产品的实时成功概率。
- 与数据工程团队合作,定义统一数据引擎的功能需求和消费模式,该引擎将从 DSP、社交网络和电子商务平台获取实时信号。
- 在建模流程中融入本地化数据标记和匿名化方法,确保在处理受监管市场的数据时符合跨境数据法规。
- 使用现代 AI 编码助手快速原型设计、测试和迭代模型,并为非技术营销团队构建交互式仪表板和可视化工具,以监控活动表现。
- 开发并优化自然语言 AI 简报收集系统,包括对不完整或不符合要求的简报进行自动分类,以及从历史活动数据和过去模型输出中生成 AI 增强的简报。
- 与付费媒体团队合作进行预测评分,以优先部署表现良好的广告活动,并与创意团队合作,利用数据驱动的生成式 AI 辅助脚本创作已验证的创意素材。
您具备:
- 学士/学士学位或同等经验。
- 在高科技或高流量业务领域,9-12 年的数据科学、统计建模或预测分析方面的专业经验。
查看英文原文
Grounded in a talent-centric mindset, Maker Lab is a marketing agency designed to build decentralised technology-led agency teams, rooted in collaboration with clients from the ground up. Maker Lab’s cross-functional teams of multidisciplinary specialists are embedded into client teams across digital marketing competencies — from measurement & analytics to content production.
Role Summary:
Maker Lab supports clients across technology, entertainment, financial services and the payments industry. We're looking for dynamic individuals to join our team and support our amazing clients in the music and entertainment industry.
We're looking for a Data Scientist to build the models and analytical systems that power smarter marketing. Combining statistical modelling, machine learning, and applied data science, you'll turn complex audience signals into actionable insights, empowering teams across APAC to make faster decisions, uncover new opportunities, and drive meaningful fan engagement.
Contract Type: 12-months Fixed Term Contract
Role:
- Design, train and validate machine learning and statistical models that monitor product consumption velocity, flag early-stage trend spikes, and calculate real-time success probabilities for upcoming releases.
- Partner with data engineering to define feature requirements and consumption patterns for a unified data engine that ingests real-time signals from DSPs, social networks and eCommerce platforms.
- Build localised data tokenisation and anonymisation approaches into modelling workflows to ensure compliance with cross-border data regulations when working with data from regulated markets.
- Use modern AI coding assistants to rapidly prototype, test and iterate on models, and to build interactive dashboards and visualisations for non-technical marketing teams to monitor campaign performance.
- Develop and refine a natural-language AI briefing intake system, including automated classification of incomplete or non-compliant briefs and AI-generated brief enhancements drawn from historical campaign data and past model outputs.
- Collaborate with Paid Media on predictive scoring to prioritise bulk ad deployment for strong-performing campaigns, and with Creative teams on data-informed, Gen-AI-assisted script generation for proven creative assets.
You:
- BA/BS degree or equivalent experience.
- 9-12 years of professional experience in data science, statistical modelling, or predictive analytics within high-volume tech or digital media.
- Deep hands-on experience building and validating production ML models within Databricks environments, with advanced proficiency in Python, SQL and experimentation/statistical methods.
- Fluent in using modern AI coding assistants and LLMs to accelerate model iteration, testing, and analytical workflows.
- Strong understanding of data privacy frameworks and cross-border data security protocols, particularly when working with data from complex regulatory environments.
- Exceptional verbal and written English communication and presentation skills.
Contract Type: 12-months Fixed Term Contract
Please note: due to the high volume of applications, only successful candidates will be contacted with a follow-up introduction email. If you do not receive an email from Maker Lab, your application has been unsuccessful this time around. Look out for future roles! By submitting your application, you consent to the collection, use and disclosure of your data by the Maker Lab team for the purposes of your application. Where your application contains personal data of third parties, you confirm that you have obtained all necessary consents to provide the Maker Lab team with such personal data and that we may collect, use and/or disclose such data in accordance with the Personal Data Protection Act 2012.
Originally posted on Himalayas