拿下Offer:数据分析师求职面试指南
在大数据和人工智能的浪潮下，企业对数据分析师的需求与日俱增，要求也越来越高。本书犹如一本行动指南，将数据分析师面试与工作内容紧密结合，理论与实战兼顾。从数据到算法、从业务到创新，帮助读者打造一专多能的数据分析技能树，对想要从事数据分析工作的人员而言是一份不可多得的资料。
内 容 简 介
本书针对未来想要从事数据分析工作的在校学生、想要转行做数据分析的在职人员，以及想要在数据分析领域提高自己或跳槽的从业人员，深入浅出地讲解了面试和未来实际工作中所需的知识与技能，让读者对数据分析师这个岗位有更为全面和深刻的了解。
全书主要分为面试前的准备、面试中的技巧、面试中所需的知识储备、编程技能、实战技能，以及进一步学习提高的方法几部分，内容涵盖数据分析师面试的全流程，全方位提高读者在未来面试中的竞争力。
徐麟，本科就读于中国海洋大学数学专业，研究生就读于哥伦比亚大学统计专业，毕业后在携程、唯品会等知名互联网公司从事数据分析、数据挖掘工作，目前已在数据相关领域工作多年。个人公众号“数据森麟”运营者，坚持输出个人原创文章。
第1 章 面试前的准备 / 1
1.1 都有哪些数据类岗位 / 2
1.2 如何选择适合自己的岗位 / 5
1.2.1 数据分析师 / 6
1.2.2 数据挖掘工程师 / 7
1.2.3 算法工程师 / 8
1.2.4 数据产品经理 / 9
1.2.5 小结 / 10
1.3 准备一份高质量的简历 / 11
1.3.1 通用排版建议 / 12I
1.3.2 如何描述数据类项目 / 17
1.4 投递简历有哪些途径 / 19
1.4.1 校招 / 19
作为资深数据科学从业人员和数据爱好者，我一直有个愿望是能够借助数据来驱动商业发展，而我也一直在践行这样的使命。我尝试了各种数据相关角色，从早的统计研究员角色开始，到数据分析师再到算法工程师，从小数据玩到大数据，从业务领域转向技术领域，从数据收集转向数据应用，各方面都涉猎，见证了互联网行业快速发展的十年，见证了互联网时代从1.0 到2.0 的跃迁，从粗放式管理到精细化数据驱动的转变，从抢流量时代到存量经营的时代。而这其中，我认为数据分析师的角色和定位非常重要。
借助于这些项目的实践经验和总结，他逐渐成长为一名数据分析领域的专家，持续地赋能业务，产生了业务价值。他对于数据分析有非常全面的见解，他知道公司需要什么样的数据分析师，他也知道数据分析师需要什么样的技能。《拿下Offer ：数据分析师求职面试指南》这本书是他亲身实践的经验总结，有很大的参考意义。
爱德宝器，*前数据分析师，“数据管道”公众号负责人
蔡主希，滴滴出行数据风控模型专家，北京大数据研究院金融研究员
胡晨川，《数据化运营速成手册》作者，“老树之见”公众号负责人
胡淏，知乎数据科学家
刘顺祥，饿了么资深商业分析师， “数据分析1480”公众号负责人，《从零开始学Python 数据分析与挖掘》作者
李翔，一线AI 老兵，携程酒店前图像算法负责人
Shipping Overview:
• Shipping: Standard Domestic Shipping within the United States charges USD 4.99. Standard International Shipping from United Kingdom, Germany and Japan to the United States charges 14.99.
• Order Processing: Please allow 1-2 business days for order processing and preparation before shipment.
• Domestic Shipping: Orders within the U.S. are shipped via USPS or FedEx, depending on the origin of the product. The average transit time is 3-7 business days.
• International Shipping: Currently, we only ship within the USA.
• Tracking Information: Every order is trackable. You will receive a tracking number once your order has been shipped. Products may be shipped from various global fulfillment centers.
Shipping Delays:
Please note that shipping times may vary due to factors beyond our control, such as weather conditions, natural disasters, or peak holiday periods. While we strive to ensure timely delivery, the exact arrival time cannot be guaranteed and is managed by the shipping carrier.
Shipping Options:
-
Standard Delivery: Most orders are shipped within 3-7 business days. Larger items may utilize LTL shipping for safe handling.
-
Handling Time: We handle shipments on business days (Monday - Friday), with a preparation time of 1-2 days.
-
Additional Charges: Some items require additional shipping charges due to their size, weight, or special handling. These charges are specified on the product pages and are not eligible for shipping discounts.
-
Exclusions: Gift cards, packaging, taxes, and prior purchases do not count toward the minimum purchase requirement for free shipping. This offer is valid only for shipments to U.S. addresses, including Puerto Rico.
Delivery Details:
-
Estimates: Standard shipping within the US typically takes 3-7 business days. These are estimates and not guarantees.
-
Shipping Restrictions: We ship to all 50 states, Washington, DC, U.S. territories, and APO/FPO/DPO addresses. Shipping options vary based on the delivery address.
-
Remote Areas: Shipments to remote areas may incur additional charges or require pickup from a nearby shipping partner’s location.
Shipping Confirmation:
You will receive a shipping confirmation email with a tracking number as soon as your order is dispatched. If you do not receive this email immediately, please be assured that your items will arrive within the estimated delivery window provided at checkout.
Order Modifications:
If you need to cancel or modify your order, please contact our customer support immediately.
Issues with Delivery:
If your order shows as delivered but you have not received it, please contact the shipping carrier directly to resolve the issue. For persistent problems, contact our customer service at cs@everymarket.com.
Customer Support:
Our team is available 24/7 to assist you with any questions or concerns regarding your order. We are committed to ensuring a smooth shopping experience.
Return & Refund Policy Overview
Please review our return and refund policies below to ensure a smooth transaction process.
Return Policy
-
Duration: You have 30 days from receiving your item to initiate a return.
-
Condition: Items must be unworn, unwashed, with original tags and packaging intact.
-
Shipping Costs: Customers are responsible for return shipping costs.
-
Packaging: Ensure returned items are well-packaged to avoid damage during transit.
-
Tracking: Use a trackable and insured shipping method as we are not liable for items lost or damaged on return.
-
Initiating a Return: Contact us at cs@everymarket.com to start your return. We will provide a return shipping label and instructions upon approval. Returns without prior approval will not be accepted.
How to Return
-
Method: Returns must be sent back by mail to the address provided in the return instructions.
Return Label
-
Defective Products: Return labels are provided for defective items.
-
Non-Defective Returns: Customers are responsible for obtaining their return shipping label.
Product Conditions for Return
-
Eligible Products: Returns are only accepted for items in new condition.
Nonreturnable Items
Certain items are not eligible for return:
-
Electronic devices after 30 days (e.g., computers, laptops, Kindles)
-
Gift cards, prepaid game cards
-
Perishable goods, live insects, some jewelry, some health and personal care items
-
Customized or personalized products
-
Items with special shipping restrictions
Refund Policy
-
Window: Eligible products may be returned within 30 days of delivery for a refund.
-
Refund Method: Refunds are processed to the original payment method or as store credit for items purchased with gift cards.
-
Processing Time: Refunds are processed within 3-5 business days after we receive the return; please allow additional time for shipping and bank processing.
Claims
Inspect your order upon arrival and report any defects, damages, or incorrect items immediately to allow us to address the issue. For claims, contact our support team with details of the issue.
Exchange Policy
For the quickest service, return your original item and place a new order for the desired product once your return is accepted.
Return Address
EveryMarket Customer Service 2101 E Terra Ln, O'Fallon, MO 63366
Customer Support
Available 24/7 for any questions or assistance needed:
-
Phone: +1 636-312-5925
-
Email: cs@everymarket.com
在大数据和人工智能的浪潮下，企业对数据分析师的需求与日俱增，要求也越来越高。本书犹如一本行动指南，将数据分析师面试与工作内容紧密结合，理论与实战兼顾。从数据到算法、从业务到创新，帮助读者打造一专多能的数据分析技能树，对想要从事数据分析工作的人员而言是一份不可多得的资料。
内 容 简 介
本书针对未来想要从事数据分析工作的在校学生、想要转行做数据分析的在职人员，以及想要在数据分析领域提高自己或跳槽的从业人员，深入浅出地讲解了面试和未来实际工作中所需的知识与技能，让读者对数据分析师这个岗位有更为全面和深刻的了解。
全书主要分为面试前的准备、面试中的技巧、面试中所需的知识储备、编程技能、实战技能，以及进一步学习提高的方法几部分，内容涵盖数据分析师面试的全流程，全方位提高读者在未来面试中的竞争力。
徐麟，本科就读于中国海洋大学数学专业，研究生就读于哥伦比亚大学统计专业，毕业后在携程、唯品会等知名互联网公司从事数据分析、数据挖掘工作，目前已在数据相关领域工作多年。个人公众号“数据森麟”运营者，坚持输出个人原创文章。
第1 章 面试前的准备 / 1
1.1 都有哪些数据类岗位 / 2
1.2 如何选择适合自己的岗位 / 5
1.2.1 数据分析师 / 6
1.2.2 数据挖掘工程师 / 7
1.2.3 算法工程师 / 8
1.2.4 数据产品经理 / 9
1.2.5 小结 / 10
1.3 准备一份高质量的简历 / 11
1.3.1 通用排版建议 / 12I
1.3.2 如何描述数据类项目 / 17
1.4 投递简历有哪些途径 / 19
1.4.1 校招 / 19
作为资深数据科学从业人员和数据爱好者，我一直有个愿望是能够借助数据来驱动商业发展，而我也一直在践行这样的使命。我尝试了各种数据相关角色，从早的统计研究员角色开始，到数据分析师再到算法工程师，从小数据玩到大数据，从业务领域转向技术领域，从数据收集转向数据应用，各方面都涉猎，见证了互联网行业快速发展的十年，见证了互联网时代从1.0 到2.0 的跃迁，从粗放式管理到精细化数据驱动的转变，从抢流量时代到存量经营的时代。而这其中，我认为数据分析师的角色和定位非常重要。
借助于这些项目的实践经验和总结，他逐渐成长为一名数据分析领域的专家，持续地赋能业务，产生了业务价值。他对于数据分析有非常全面的见解，他知道公司需要什么样的数据分析师，他也知道数据分析师需要什么样的技能。《拿下Offer ：数据分析师求职面试指南》这本书是他亲身实践的经验总结，有很大的参考意义。
爱德宝器，*前数据分析师，“数据管道”公众号负责人
蔡主希，滴滴出行数据风控模型专家，北京大数据研究院金融研究员
胡晨川，《数据化运营速成手册》作者，“老树之见”公众号负责人
胡淏，知乎数据科学家
刘顺祥，饿了么资深商业分析师， “数据分析1480”公众号负责人，《从零开始学Python 数据分析与挖掘》作者
李翔，一线AI 老兵，携程酒店前图像算法负责人
Shipping Overview:
• Shipping: Standard Domestic Shipping within the United States charges USD 4.99. Standard International Shipping from United Kingdom, Germany and Japan to the United States charges 14.99.
• Order Processing: Please allow 1-2 business days for order processing and preparation before shipment.
• Domestic Shipping: Orders within the U.S. are shipped via USPS or FedEx, depending on the origin of the product. The average transit time is 3-7 business days.
• International Shipping: Currently, we only ship within the USA.
• Tracking Information: Every order is trackable. You will receive a tracking number once your order has been shipped. Products may be shipped from various global fulfillment centers.
Shipping Delays:
Please note that shipping times may vary due to factors beyond our control, such as weather conditions, natural disasters, or peak holiday periods. While we strive to ensure timely delivery, the exact arrival time cannot be guaranteed and is managed by the shipping carrier.
Shipping Options:
-
Standard Delivery: Most orders are shipped within 3-7 business days. Larger items may utilize LTL shipping for safe handling.
-
Handling Time: We handle shipments on business days (Monday - Friday), with a preparation time of 1-2 days.
-
Additional Charges: Some items require additional shipping charges due to their size, weight, or special handling. These charges are specified on the product pages and are not eligible for shipping discounts.
-
Exclusions: Gift cards, packaging, taxes, and prior purchases do not count toward the minimum purchase requirement for free shipping. This offer is valid only for shipments to U.S. addresses, including Puerto Rico.
Delivery Details:
-
Estimates: Standard shipping within the US typically takes 3-7 business days. These are estimates and not guarantees.
-
Shipping Restrictions: We ship to all 50 states, Washington, DC, U.S. territories, and APO/FPO/DPO addresses. Shipping options vary based on the delivery address.
-
Remote Areas: Shipments to remote areas may incur additional charges or require pickup from a nearby shipping partner’s location.
Shipping Confirmation:
You will receive a shipping confirmation email with a tracking number as soon as your order is dispatched. If you do not receive this email immediately, please be assured that your items will arrive within the estimated delivery window provided at checkout.
Order Modifications:
If you need to cancel or modify your order, please contact our customer support immediately.
Issues with Delivery:
If your order shows as delivered but you have not received it, please contact the shipping carrier directly to resolve the issue. For persistent problems, contact our customer service at cs@everymarket.com.
Customer Support:
Our team is available 24/7 to assist you with any questions or concerns regarding your order. We are committed to ensuring a smooth shopping experience.
Return & Refund Policy Overview
Please review our return and refund policies below to ensure a smooth transaction process.
Return Policy
-
Duration: You have 30 days from receiving your item to initiate a return.
-
Condition: Items must be unworn, unwashed, with original tags and packaging intact.
-
Shipping Costs: Customers are responsible for return shipping costs.
-
Packaging: Ensure returned items are well-packaged to avoid damage during transit.
-
Tracking: Use a trackable and insured shipping method as we are not liable for items lost or damaged on return.
-
Initiating a Return: Contact us at cs@everymarket.com to start your return. We will provide a return shipping label and instructions upon approval. Returns without prior approval will not be accepted.
How to Return
-
Method: Returns must be sent back by mail to the address provided in the return instructions.
Return Label
-
Defective Products: Return labels are provided for defective items.
-
Non-Defective Returns: Customers are responsible for obtaining their return shipping label.
Product Conditions for Return
-
Eligible Products: Returns are only accepted for items in new condition.
Nonreturnable Items
Certain items are not eligible for return:
-
Electronic devices after 30 days (e.g., computers, laptops, Kindles)
-
Gift cards, prepaid game cards
-
Perishable goods, live insects, some jewelry, some health and personal care items
-
Customized or personalized products
-
Items with special shipping restrictions
Refund Policy
-
Window: Eligible products may be returned within 30 days of delivery for a refund.
-
Refund Method: Refunds are processed to the original payment method or as store credit for items purchased with gift cards.
-
Processing Time: Refunds are processed within 3-5 business days after we receive the return; please allow additional time for shipping and bank processing.
Claims
Inspect your order upon arrival and report any defects, damages, or incorrect items immediately to allow us to address the issue. For claims, contact our support team with details of the issue.
Exchange Policy
For the quickest service, return your original item and place a new order for the desired product once your return is accepted.
Return Address
EveryMarket Customer Service 2101 E Terra Ln, O'Fallon, MO 63366
Customer Support
Available 24/7 for any questions or assistance needed:
-
Phone: +1 636-312-5925
-
Email: cs@everymarket.com
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