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About the test:

AI产品经理测试旨在评估候选人在管理AI驱动产品方面的知识和技能。它评估了对AI概念,产品策略,客户见解,项目管理和数据分析的理解。

Covered skills:

  • 讲故事
  • 生成的AI应用程序
  • 项目管理
  • 沟通技巧
  • AI基本面
  • 数据建模
  • 数据分析
  • 商业分析

9 reasons why
9 reasons why

Adaface AI Product Manager Assessment Test is the most accurate way to shortlist AI产品经理s



Reason #1

Tests for on-the-job skills

The AI Product Manager Test helps recruiters and hiring managers identify qualified candidates from a pool of resumes, and helps in taking objective hiring decisions. It reduces the administrative overhead of interviewing too many candidates and saves time by filtering out unqualified candidates at the first step of the hiring process.

The test screens for the following skills that hiring managers look for in candidates:

  • 创建和管理产品路线图的能力
  • 熟练进行业务分析和收集要求
  • 理解人工智能概念和应用
  • 熟练数据建模技术
  • 具有项目管理和敏捷方法的经验
  • 强大的数据分析技能用于明智的决策
  • 出色的有效协作沟通能力
  • 能够进行彻底的业务分析
Reason #2

No trick questions

no trick questions

Traditional assessment tools use trick questions and puzzles for the screening, which creates a lot of frustration among candidates about having to go through irrelevant screening assessments.

View sample questions

The main reason we started Adaface is that traditional pre-employment assessment platforms are not a fair way for companies to evaluate candidates. At Adaface, our mission is to help companies find great candidates by assessing on-the-job skills required for a role.

Why we started Adaface
Reason #3

Non-googleable questions

We have a very high focus on the quality of questions that test for on-the-job skills. Every question is non-googleable and we have a very high bar for the level of subject matter experts we onboard to create these questions. We have crawlers to check if any of the questions are leaked online. If/ when a question gets leaked, we get an alert. We change the question for you & let you know.

How we design questions

这些只是我们库中有10,000多个问题的一个小样本。关于此的实际问题 AI产品经理测试 将是不可行的.

🧐 Question

Easy

Advanced PLG Strategy and Customer Success
Product Led Growth
Solve
You are a product manager at a B2B SaaS company that has recently transitioned to a product-led growth (PLG) strategy. The company has always had a strong focus on customer success and wants to ensure this continues under the new strategy. You have been asked to recommend a strategy that aligns customer success with the PLG approach. 

You have the following data:

1. The company's product has a free trial version with limited features.
2. The conversion rate from free trial to paid customers is 15%.
3. The churn rate for paid customers is 5%.
4. The average customer support ticket resolution time is 48 hours.
5. The Net Promoter Score (NPS) is 30.

Which of the following strategies would best align customer success with the PLG approach?
A: Increase the number of features in the free trial version to attract more users.
B: Decrease the price of the paid version to increase the conversion rate.
C: Improve the product's user experience and provide self-service resources to empower users.
D: Increase the customer support team size to reduce ticket resolution time and improve customer satisfaction.
E: Launch a referral program to improve the NPS and attract more users through word-of-mouth.

Medium

Increase conversion
Solve
Your friend, Missy opened a new online store to sell heels. The heels come in 6 sizes: 34, 36, 38, 40, 42, 44. Missy did not want to invest too much capital upfront, so she decided to stock only 3 sizes: 36, 38 and 40 and display “out of stock” message for the remaining sizes. She used Google and Facebook ads to get visibility, and the market responded well. A lot of people ordered heels in the sizes she stocked, so she kept restocking the same sizes as they kept selling out.
She meets you over a cup of coffee and shares her story, and asks if you have any recommendations to increase conversion. What would you recommend?
A: Set up analytics and custom events on her online store to check how many people are clicking on the sizes she doesn’t have in stock.

B: Setting up analytics is not a good idea since it reduces website speed and impacts user experience.

C: Change CTA button to “Buy Now” to increase sales.

D: Procure a larger variety of heels in the same sizes that have been selling out.

E: It is possible that a different combination of heel sizes would increase conversion. 

F: Try a smaller stock of all the other sizes just to see if it sells.

G: Call up some of her customers to understand which sizes they are looking for and understand the market need.

H: Use FOMO (fear of missing out) to your advantage with messaging like “this item is in 43 carts”

I: Pick only 5 star reviews you have received and display on your store for each product to increase trust.

Easy

Pricing Strategy for a New Product Line
Pricing Strategy
Market Analysis
Solve
You are a product manager responsible for introducing a new product line of high-end headphones into the market. These headphones are designed for audiophiles and music enthusiasts who seek premium sound quality and craftsmanship. As part of your pricing strategy, you need to determine the most suitable pricing approach.

Which pricing approach would be most appropriate for this scenario?

Medium

Product Lifecycle and Marketing Strategy
Product Lifecycle Management
Marketing Strategies
User Acquisition
Solve
You are a product manager at a tech company that has developed a new AI-powered photo editing app. The product is now in the growth stage of its lifecycle, with steadily increasing user numbers each month.

The marketing team has proposed two strategies:
1. Strategy A: Invest heavily in social media advertising to acquire new users.
2. Strategy B: Focus on improving SEO and content marketing to increase organic user acquisition.

Based on the product's lifecycle stage, which strategy should be prioritized and why?
A: Strategy A, because it is necessary to rapidly acquire new users during the growth stage.
B: Strategy B, because it is important to focus on organic user acquisition during the growth stage.
C: Strategy A, because social media advertising always leads to higher user acquisition.
D: Strategy B, because SEO and content marketing always lead to higher user acquisition.
E: The decision cannot be made without additional information.

Easy

Safe distancing measures
Solve
Pink Village is the leading movie theatre in Singapore, and offers a wide variety of new and upcoming movie releases with varied cinematic experiences. Given the coronavirus pandemic, they need to implement safe distancing measures. They came to the conclusion that after every 2 seats in a row, 2 seats should be kept vacant. 

They need to alter the online booking experience accordingly, such that users should not be able to purchase an odd number of tickets. You are the product manager for the online ticketing system. What changes would you make?
 image
A: Users should be able to purchase any number of tickets.

B: The “Buy Now” button should disappear if the user has selected an odd number of tickets. 

C: Users who select an odd number of seats should see an error pop-up when they click on the “Buy Now” button. 

D: When a user selects an odd number of tickets, they should see a message on the same screen notifying them of the restriction. 

E: If a user is trying to purchase 3 tickets, they should be charged for 4 tickets. 

F: This is an extremely confusing flow, we should temporarily halt online bookings, and only allow users to purchase tickets at the movie theatre.

Medium

PV of customer segments
Market Segmentation
ROI
CLV
Solve
A retail company is exploring new customer segments to increase sales. You are provided with the following data on three potential customer segments:

Segment A:

- Average annual revenue per customer: $500
- Average customer retention rate: 80%
- Average customer acquisition cost: $200
- Expected segment size: 2,000 customers

Segment B:

- Average annual revenue per customer: $750
- Average customer retention rate: 70%
- Average customer acquisition cost: $300
- Expected segment size: 1,500 customers

Segment C:

- Average annual revenue per customer: $1,000
- Average customer retention rate: 60%
- Average customer acquisition cost: $400
- Expected segment size: 1,000 customers
Assuming a 10% discount rate, which customer segment should the company target to maximize the return on investment? A target customer segment would have higher customer lifetime value (CLV). Note that CLV is calculated by using the following formula:

CLV = (Average Annual Revenue per Customer * Gross Margin %) * (Retention Rate / (1 + Discount Rate - Retention Rate)) - Customer Acquisition Cost

Easy

Supply Chain Management
Cost Reduction
Solve
A company is considering two options to optimize its supply chain and reduce costs. The following data has been provided for each option:

Option Alpha:

- Annual transportation cost reduction: $300,000
- Annual inventory carrying cost increase: $250,000
- One-time implementation cost: $100,000

Option Beta:

- Annual transportation cost reduction: $200,000
- Annual inventory carrying cost increase: $150,000
- One-time implementation cost: $50,000

As a business analyst, determine which option provides a higher net cost reduction over a 3-year period.
A: Option Alpha provides a higher net cost reduction.
B: Option Beta provides a higher net cost reduction.
C: Both options provide the same net cost reduction.
D: Neither option provides a net cost reduction.
E: The net cost reduction cannot be determined with the given data.

Easy

Healthcare System
Data Integrity
Normalization
Referential Integrity
Solve
You are designing a data model for a healthcare system with the following requirements:
 image
A: A separate table for each entity with foreign keys as specified, and a DoctorPatient table linking Doctors to Patients.
B: A separate table for each entity with foreign keys as specified, without additional tables.
C: A combined PatientDoctor table replacing Patient and Doctor, and separate tables for Appointment and Prescription.
D: A separate table for each entity with foreign keys, and a PatientPrescription table to track prescriptions directly linked to patients.
E: A single table combining Patient, Doctor, Appointment, and Prescription into one.
F: A separate table for each entity with foreign keys as specified, and an AppointmentDetails table linking Appointments to Prescriptions.

Hard

ER Diagram and minimum tables
ER Diagram
Solve
Look at the given ER diagram. What do you think is the least number of tables we would need to represent M, N, P, R1 and R2?
 image
 image
 image

Medium

Normalization Process
Normalization
Database Design
Anomaly Elimination
Solve
Consider a healthcare database with a table named PatientRecords that stores patient visit information. The table has the following attributes:

- VisitID
- PatientID
- PatientName
- DoctorID
- DoctorName
- VisitDate
- Diagnosis
- Treatment
- TreatmentCost

In this table:

- Each VisitID uniquely identifies a patient's visit and is associated with one PatientID.
- PatientID is associated with exactly one PatientName.
- Each DoctorID is associated with a unique DoctorName.
- TreatmentCost is a fixed cost based on the Treatment.

Evaluating the PatientRecords table, which of the following statements most accurately describes its normalization state and the required actions for higher normalization?
A: The table is in 1NF. To achieve 2NF, remove partial dependencies by separating Patient information (PatientID, PatientName) and Doctor information (DoctorID, DoctorName) into different tables.
B: The table is in 2NF. To achieve 3NF, remove transitive dependencies by creating separate tables for Patients (PatientID, PatientName), Doctors (DoctorID, DoctorName), and Visits (VisitID, PatientID, DoctorID, VisitDate, Diagnosis, Treatment, TreatmentCost).
C: The table is in 3NF. To achieve BCNF, adjust for functional dependencies such as moving DoctorName to a separate Doctors table.
D: The table is in 1NF. To achieve 3NF, create separate tables for Patients, Doctors, and Visits, and remove TreatmentCost as it is a derived attribute.
E: The table is in 2NF. To achieve 4NF, address any multi-valued dependencies by separating Visit details and Treatment details.
F: The table is in 3NF. To achieve 4NF, remove multi-valued dependencies related to VisitID.

Medium

University Courses
ER Diagrams
Complex Relationships
Integrity Constraints
Solve
 image
Based on the ER diagram, which of the following statements is accurate and requires specific knowledge of the ER diagram's details?
A: A Student can major in multiple Departments.
B: An Instructor can belong to multiple Departments.
C: A Course can be offered by multiple Departments.
D: Enrollment records can link a Student to multiple Courses in a single semester.
E: Each Course must be associated with an Enrollment record.
F: A Department can offer courses without having any instructors.
🧐 Question🔧 Skill

Easy

Advanced PLG Strategy and Customer Success
Product Led Growth

2 mins

Product Management
Solve

Medium

Increase conversion

2 mins

Product Management
Solve

Easy

Pricing Strategy for a New Product Line
Pricing Strategy
Market Analysis

2 mins

Product Management
Solve

Medium

Product Lifecycle and Marketing Strategy
Product Lifecycle Management
Marketing Strategies
User Acquisition

2 mins

Product Management
Solve

Easy

Safe distancing measures

2 mins

Product Management
Solve

Medium

PV of customer segments
Market Segmentation
ROI
CLV

3 mins

Business Analysis
Solve

Easy

Supply Chain Management
Cost Reduction

2 mins

Business Analysis
Solve

Easy

Healthcare System
Data Integrity
Normalization
Referential Integrity

2 mins

Data Modeling
Solve

Hard

ER Diagram and minimum tables
ER Diagram

2 mins

Data Modeling
Solve

Medium

Normalization Process
Normalization
Database Design
Anomaly Elimination

3 mins

Data Modeling
Solve

Medium

University Courses
ER Diagrams
Complex Relationships
Integrity Constraints

2 mins

Data Modeling
Solve
🧐 Question🔧 Skill💪 Difficulty⌛ Time
Advanced PLG Strategy and Customer Success
Product Led Growth
Product Management
Easy2 mins
Solve
Increase conversion
Product Management
Medium2 mins
Solve
Pricing Strategy for a New Product Line
Pricing Strategy
Market Analysis
Product Management
Easy2 mins
Solve
Product Lifecycle and Marketing Strategy
Product Lifecycle Management
Marketing Strategies
User Acquisition
Product Management
Medium2 mins
Solve
Safe distancing measures
Product Management
Easy2 mins
Solve
PV of customer segments
Market Segmentation
ROI
CLV
Business Analysis
Medium3 mins
Solve
Supply Chain Management
Cost Reduction
Business Analysis
Easy2 mins
Solve
Healthcare System
Data Integrity
Normalization
Referential Integrity
Data Modeling
Easy2 mins
Solve
ER Diagram and minimum tables
ER Diagram
Data Modeling
Hard2 mins
Solve
Normalization Process
Normalization
Database Design
Anomaly Elimination
Data Modeling
Medium3 mins
Solve
University Courses
ER Diagrams
Complex Relationships
Integrity Constraints
Data Modeling
Medium2 mins
Solve
Reason #4

1200+ customers in 75 countries

customers in 75 countries
Brandon

借助 Adaface,我们能够将初步筛选流程优化高达 75% 以上,为招聘经理和我们的人才招聘团队节省了宝贵的时间!


Brandon Lee, 人事主管, Love, Bonito

Reason #5

Designed for elimination, not selection

The most important thing while implementing the pre-employment AI产品经理测试 in your hiring process is that it is an elimination tool, not a selection tool. In other words: you want to use the test to eliminate the candidates who do poorly on the test, not to select the candidates who come out at the top. While they are super valuable, pre-employment tests do not paint the entire picture of a candidate’s abilities, knowledge, and motivations. Multiple easy questions are more predictive of a candidate's ability than fewer hard questions. Harder questions are often "trick" based questions, which do not provide any meaningful signal about the candidate's skillset.

Science behind Adaface tests
Reason #6

1 click candidate invites

Email invites: You can send candidates an email invite to the AI产品经理测试 from your dashboard by entering their email address.

Public link: You can create a public link for each test that you can share with candidates.

API or integrations: You can invite candidates directly from your ATS by using our pre-built integrations with popular ATS systems or building a custom integration with your in-house ATS.

invite candidates
Reason #7

Detailed scorecards & benchmarks

查看样本记分卡
Reason #8

High completion rate

Adaface tests are conversational, low-stress, and take just 25-40 mins to complete.

This is why Adaface has the highest test-completion rate (86%), which is more than 2x better than traditional assessments.

test completion rate
Reason #9

Advanced Proctoring


Learn more

About the AI Product Manager Online Test

Why you should use Pre-employment AI Product Manager Test?

The AI产品经理测试 makes use of scenario-based questions to test for on-the-job skills as opposed to theoretical knowledge, ensuring that candidates who do well on this screening test have the relavant skills. The questions are designed to covered following on-the-job aspects:

  • 产品管理:能够管理和监督AI产品的开发和推出
  • 业务分析:熟练分析业务流程以确定对AI产品开发的要求
  • 人工智能:对AI概念,算法和技术的理解
  • 数据模型:设计和建模AI应用程序的数据结构的技能
  • 项目管理:领导和协调AI项目从启动到完成的能力
  • 数据分析:分析和解释数据以推动AI产品决策的能力
  • 沟通技能:有效传达复杂的AI概念和要求的有效沟通
  • 讲故事:通过讲故事有效地传达AI产品目标,结果和建议的能力
  • 生成型应用:使用AI算法生成创意和智能输出的知识
  • AI-fundamentals:熟练程度的基础AI概念和原理

Once the test is sent to a candidate, the candidate receives a link in email to take the test. For each candidate, you will receive a detailed report with skills breakdown and benchmarks to shortlist the top candidates from your pool.

What topics are covered in the AI Product Manager Test?

  • AI基础知识

    AI基础知识包括基础知识和理解各种AI概念,技术和算法。该技能衡量了候选人在基本AI原则上的熟练程度,使他们能够做出明智的决定并有效地为AI产品管理做出贡献。

  • 生成的AI应用程序

    生成的AI应用程序涉及算法的使用生成原始内容,例如文本,图像或音乐。评估此技能有助于评估候选人利用生成AI技术来创建产品管理中创新和创造性的解决方案的能力。

  • 数据建模

    数据建模涉及设计结构和组织的过程数据以实现有效的存储,检索和分析。这项技能对AI产品经理很重要,因为它有助于塑造数据架构并确保整个产品生命周期中以数据为导向的决策做出。

  • 项目管理

    项目管理包括计划,包括计划,组织和执行项目以实现特定目标。评估此技能有助于评估候选人有效管理AI产品开发,确保及时交付和成功实施的能力。

  • 数据分析

    数据分析涉及检查和解释数据以发现趋势,模式,模式和见解。该技能对于AI产品经理来说至关重要,因为它使他们能够做出数据驱动的决策,优化产品性能并确定改进领域。

  • 沟通技巧

    沟通技巧是指有效地向各种利益相关者传达信息,思想和要求的能力。在AI产品管理的背景下,强大的沟通技巧对于与跨职能团队合作,提出想法并获得对AI计划的支持至关重要。

  • 业务分析

    业务分析涉及评估业务流程,确定问题并推荐解决方案,以提高效率和盈利能力。该技能在测试中衡量,因为它使AI产品经理能够了解更广泛的业务环境,分析市场趋势并与组织目标相结合。

  • Full list of covered topics

    The actual topics of the questions in the final test will depend on your job description and requirements. However, here's a list of topics you can expect the questions for AI产品经理测试 to be based on.

    产品路线图
    市场调查
    竞争对手分析
    用户故事映射
    用户要求
    机器学习
    自然语言处理
    计算机视觉
    推荐系统
    实体关系建模
    概念建模
    物理建模
    数据流程图
    项目计划
    冲刺计划
    敏捷方法
    看板板
    数据分析技术
    数据可视化
    统计分析
    数据驱动的决策
    有效的沟通
    利益相关者管理
    采访技术
    批判性思维
    SWOT分析
    缺口分析
    可行性研究
    要求启发
    用户故事写作
    业务流程建模
    根本原因分析
    用例建模
    决策树
    回归分析
    产品文档
    风险管理
    原型
    讲故事的技巧
    价值主张
    ROI分析
    客户细分
    市场趋势分析
    经济影响评估
    商业模型画布
    市场需求文件
    用户验收测试
    数据质量评估
    数据库设计
    云计算
    人工神经网络
    大数据分析
    数据仓库
    数据提取
    数据清洁
    情感分析
    A/B测试
    数据隐私和道德
    更换管理层
    解决问题的能力
    时间管理

What roles can I use the AI Product Manager Test for?

  • AI产品经理
  • 业务分析师
  • 数据分析师
  • 商业智能开发人员
  • 机器学习工程师
  • Python的技术能力
  • 领导评估
  • 放置评估
  • 校园安置评估

How is the AI Product Manager Test customized for senior candidates?

For intermediate/ experienced candidates, we customize the assessment questions to include advanced topics and increase the difficulty level of the questions. This might include adding questions on topics like

  • AI项目实施的经验
  • 设计和开发AI模型的能力
  • 理解AI伦理和公平原则
  • 将AI模型集成到生产系统中的经验
  • 精通自然语言处理算法
  • 了解机器学习算法和技术
  • 具有深度学习框架(例如Tensorflow或Pytorch)的经验
  • 精通AI分析的数据可视化技术
  • 能够向利益相关者解释和解释AI模型输出
  • 在云环境中进行AI部署和扩展的经验
  • 有AI项目管理和团队协调的经验
Singapore government logo

招聘经理认为,通过小组面试中提出的技术问题,他们能够判断哪些候选人得分更高,并与得分较差的候选人区分开来。他们是 非常满意 通过 Adaface 筛选入围的候选人的质量。


85%
减少筛查时间

AI Product Manager Hiring Test 常见问题解答

我可以将多个技能结合在一起,为一个自定义评估吗?

是的,一点没错。自定义评估是根据您的职位描述进行的,并将包括有关您指定的所有必备技能的问题。

您是否有任何反交换或策略功能?

我们具有以下反交易功能:

  • 不可解决的问题
  • IP策略
  • Web Protoring
  • 网络摄像头Proctoring
  • 窃检测
  • 安全浏览器

阅读有关[Proctoring功能](https://www.adaface.com/proctoring)的更多信息。

如何解释考试成绩?

要记住的主要问题是评估是消除工具,而不是选择工具。优化了技能评估,以帮助您消除在技术上没有资格担任该角色的候选人,它没有进行优化以帮助您找到该角色的最佳候选人。因此,使用评估的理想方法是确定阈值分数(通常为55%,我们为您提供基准测试),并邀请所有在下一轮面试中得分高于门槛的候选人。

我可以使用该测试的经验水平?

每个ADAFACE评估都是为您的职位描述/理想候选角色定制的(我们的主题专家将从我们的10000多个问题的图书馆中选择正确的问题)。可以为任何经验级别定制此评估。

每个候选人都会得到同样的问题吗?

是的,这使您比较候选人变得容易得多。 MCQ问题的选项和问题顺序是随机的。我们有[抗欺骗/策略](https://www.adaface.com/proctoring)功能。在我们的企业计划中,我们还可以选择使用类似难度级别的问题创建多个版本的相同评估。

我是候选人。我可以尝试练习测试吗?

不,不幸的是,我们目前不支持实践测试。但是,您可以使用我们的[示例问题](https://www.adaface.com/questions)进行练习。

使用此测试的成本是多少?

您可以查看我们的[定价计划](https://www.adaface.com/pricing/)。

我可以免费试用吗?

我刚刚搬到了一个付费计划。我如何要求自定义评估?

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