助理数据科学家
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Associate Data ScientistCulture Amp · Melbourne
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发现指数 42/100,仅依据与该职位一起存储的证据计算。
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分数构成
- 时效性 (随职位发布时间变化)+18
- 雇主官方来源+15
- 稀有职位+1
- 公司来源健康度+8
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职位描述
机器翻译我们坚信线下办公的力量,因此对于大多数职位,我们要求 Campers 平均每周有 2 天在当地的 Culture Amp 办公室工作,以便共同解锁连接、节奏和文化。
加入我们,共同完成让工作世界更美好的使命。
Culture Amp 是全球领先的员工体验平台,正在革新 6,000 多家公司的 2,500 万名员工创造更美好工作世界的方式。Culture Amp 赋能各种规模和行业的公司,帮助他们转变员工敬业度、推动绩效管理并打造高绩效团队。依托人员科学和全球最全面的员工数据集,Canva、On、Asana、Dolby、McDonalds 和 Nasdaq 等最具创新性的公司每天都依赖 Culture Amp。
Culture Amp 由领先的风险投资基⾦⽀持,并在美国、英国、德国和澳⼤利亚设有办公室。Culture Amp 被 Forbes 评为全球顶尖私营云计算公司之一,并被 Fast Company 评为最具创新性公司之一。
如需了解更多信息,请访问 cultureamp.com。
我们正在寻找一位助理数据科学家,希望其加入我们的旅程,在我们世界领先的产品组合中打造差异化的 AI 驱动功能。这意味着你将参与定义和设计我们需要解决问题的解决方案,探索并提升数据质量和数据丰富度,同时参与我们的 AI 工具、平台和产品工作。你将利用数据科学方法进行产品设计、实验、指标定义、评估和监控,以证明我们为客户创造的价值。
Culture Amp 的数据科学家是专家,他们与他人合作,贡献自己的专业知识和观点,积极影响并支持为客户交付价值。
你将:
• 与工程师和其他数据科学家合作,开发、测试和部署 AI 驱动功能。
• 以合乎伦理且以人为本的方法解决现实世界中的挑战。
• 开发稳健的数据管道、基于 LLM 的丰富化流程和评估系统。
• 参与更广泛的对话,并与工程师、人员科学家和数据科学家分享技能。
• 紧跟当前研究、文献和供应商产品,以便务实应用于 Culture Amp 的客户需求。
你具备:
• 经典数据科学、统计学、模型训练和数据探索方面的经验。
• 使用 LLM 的经验,尤其是评估、指标和智能体工作流方面。
• 熟悉 SQL,最好熟悉 Redshift、Postgres 等企业数据库系统。
• 具备数据科学工具经验——Python 及相关库(pandas、numpy 等)。
• 理解统计和机器学习模型。了解实验设计、统计检验和模型验证。
• 具备数据可视化工具经验,如 plotly、seaborn、streamlit。
• 理解数据建模,并接触过 metaflow 或 airflow 等工具者优先。
• 理解常见软件实践,如版本控制、持续部署和测试。
• 接受过数据科学、应用机器学习、信息学、数学、统计学、工程学或计算机科学方面的正式培训。
你是:
• 充满好奇心,并具备学习型思维。
• 务实、批判性的思考者,会提出正确的问题,并用逻辑和数据支持论断。
• 能够化繁为简,并与各类利益相关者进行有说服力的沟通。
• 热衷于打造对人们生活产生真实影响的数据和 AI 产品。
• 与我们一样热衷于让工作世界更美好。
• 不害怕通过犯错和寻求帮助来学习。
福利待遇
在 Culture Amp,员工是我们成功的核心。我们提供有竞争力的薪酬和总奖励方案,旨在支持你的工作和生活。这包括:
• 通过我们的员工股票期权计划获得股权,让你分享我们的长期成功
• 学习项目和辅导,帮助你茁壮成长
• 每季度 refresh days、延长的年终假期,以及每月津贴,支持你的身心健康和生活方式
• 从第一天起提供包容性的育儿假
• 一台 MacBook 和用于布置居家工作空间的预算,支持灵活性
• 每年五天社会影响日,用于回馈你关心的事业
• 为你和家人提供医疗保险(仅限美国和英国)
我们的奖励旨在支持不同需求和人生阶段,并认可对每个人来说最重要的事情可能各不相同。
研究表明,来自代表性不足背景的候选人如果不符合每一项要求,可能会犹豫是否申请,但你独特的经验很重要。如果你有兴趣加入我们,我们强烈鼓励你申请,并帮助我们打造一个更多元、更有影响力的团队。
便利安排与数据隐私
如果你因残障需要合理便利或调整,以完成在线申请或参与面试流程,请联系 accommodations@cultureamp.com,并说明你请求的便利或协助类型。请勿在此电子邮件中包含任何医疗或健康信息。合理便利团队将及时回复你的电子邮件。
Culture Amp 将在你的申请流程完成之日起两年内(美国为四年)保留你的简历和个人信息。在此期间,Culture Amp 可能会就未来工作机会与你联系。如需更多信息,请在此处查看我们的隐私政策,或联系 privacy@cultureamp.com。
以上内容由机器翻译自动生成,可能存在错误;投递前请以雇主原文为准。
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职位描述
We’re big believers in the power of IRL, so for most roles we ask Campers to work from their local Culture Amp office an average of 2 days a week to unlock connection, pace and culture together.
Join us on our mission to make a better world of work.
Culture Amp is the world’s leading employee experience platform, revolutionizing how 25 million employees across more than 6,000 companies create a better world of work. Culture Amp empowers companies of all sizes and industries to transform employee engagement, drive performance management, and develop high-performing teams. Powered by people science and the most comprehensive employee dataset in the world, the most innovative companies including Canva, On, Asana, Dolby, McDonalds and Nasdaq depend on Culture Amp every day.
Culture Amp is backed by leading venture capital funds and has offices in the US, UK, Germany and Australia. Culture Amp has been recognized as one of the world’s top private cloud companies by Forbes and most innovative companies by Fast Company.
For more information visit cultureamp.com .
We are looking for an Associate Data Scientist who would like to be part of our journey to create differentiating AI powered features in our world leading product set. This means you will get involved in defining and designing solutions for the problems we need to solve, exploring and uplifting the data quality and enrichment, as well as working on our AI tools, platforms and products. You will leverage a data science approach to product design, experimentation, metrics definition, evaluation and monitoring to prove value for our customers.
Data Scientists at Culture Amp are specialists who work with others to bring their expertise and views to positively impact and support the delivery of value for our customers.
You will:
• Work with engineers and other data scientists to develop, test and deploy AI powered features.
• Solve real world challenges with an ethical and human centric approach.
• Develop robust data pipelines, LLM based enrichment processes, and evaluation systems.
• Participate in broader conversations and skills sharing with engineers, people scientists and data scientists.
• Stay up to date with current research, literature and provider offerings to enable the pragmatic application to Culture Amps customer needs.
You have:
• Experience with classical data science, statistics, model training, and data exploration.
• Experience working with LLMs, especially evaluation, metrics, and agentic workflows.
• Comfortable with SQL, preferably with an enterprise database system like Redshift, Postgres.
• Experience with data science tooling - Python and associated libraries (pandas, numpy etc)
• Understanding of statistical and machine learning models. Knowledge of experimental design, statistical testing and model validation.
• Experience in data visualization tools such as plotly, seaborn, streamlit.
• Understanding of data modelling and exposure to tools like metaflow or airflow is desirable.
• Understanding of common software practices like version control, continuous deployment, and testing.
• Formal training in either Data Science, Applied Machine Learning, Informatics, Mathematics, Statistics, Engineering, or Computer Science.
You are:
• Curious and have a learning mindset.
• A pragmatic, critical thinker, asking the right questions, and backing up assertions with logic and data.
• Able to make the complex simple, to persuasively communicate with a range of stakeholders.
• Excited about making data and AI products that have real impact in people’s lives.
• Someone who shares our passion for making a better world of work.
• Not afraid to learn through making mistakes and asking for help.
福利待遇
At Culture Amp, our people are at the heart of our success. We offer competitive pay and a total rewards package designed to support you at work and in life. This includes:
• Equity through our Employee Share Option Program, so you can share in our long-term success
• Learning programs and coaching to help you thrive and grow
• Quarterly refresh days, an extended end-of-year break and a monthly allowance to support your wellbeing and lifestyle
• Inclusive parental leave from day one
• A MacBook and budget to set up your home workspace, enabling flexibility
• Five annual social impact days to to give back to causes that matter to you
• Medical insurance coverage for you and your family (Available for US & UK only)
Our rewards are designed to support different needs and life stages, recognising that what matters most can vary from person to person.
Research shows that candidates from underrepresented backgrounds may hesitate to apply if they don’t meet every requirement, but your unique experience matters. If you’re interested in joining us, we strongly encourage you to apply and help us build a more diverse and impactful team.
Accommodations & Data Privacy
If you require reasonable accommodations or adjustments due to a disability to complete the online application or to participate in the interview process, please contact accommodations@cultureamp.com and identify the type of accommodation or assistance you are requesting. Do not include any medical or health information in this email. The Reasonable Accommodations team will respond to your email promptly.
Culture Amp will retain your CV & personal information for a period of two years (four years for the US) from the date of your application process completion. Culture Amp may contact you in relation to future job opportunities during this time period. For further information please see our privacy policy here or contact privacy@cultureamp.com .