"Currently, I work in banking fraud detection. Recently, my teammate and myself were asked to assist the Check Deposits team in enhancing their fraud detection ML solution by evaluating new data sources and eliminating past data sources for possible lift.
We retrieved data from Hadoop and Netezza databases including deposit transaction data, mobile & computer device, authentication logs, account balance, and customer demographic data.
We then created new and recreated old features including tem"
Dr. chantel P. - "Currently, I work in banking fraud detection. Recently, my teammate and myself were asked to assist the Check Deposits team in enhancing their fraud detection ML solution by evaluating new data sources and eliminating past data sources for possible lift.
We retrieved data from Hadoop and Netezza databases including deposit transaction data, mobile & computer device, authentication logs, account balance, and customer demographic data.
We then created new and recreated old features including tem"See full answer
"The supply and demand for Uber Eats may be greatly impacted in the near future by the two macroeconomic factors listed here. Each trend links to large alterations in consumer behavior, labor markets, and cost structures that can cascade across the delivery ecosystem.
Changes in Consumer Spending and Inflation Growing Costs and Fees for Food: Customers may order fewer deliveries or choose less expensive goods if food prices, restaurant running costs, or delivery fees increase as a result of"
Asish B. - "The supply and demand for Uber Eats may be greatly impacted in the near future by the two macroeconomic factors listed here. Each trend links to large alterations in consumer behavior, labor markets, and cost structures that can cascade across the delivery ecosystem.
Changes in Consumer Spending and Inflation Growing Costs and Fees for Food: Customers may order fewer deliveries or choose less expensive goods if food prices, restaurant running costs, or delivery fees increase as a result of"See full answer
"Are support tickets % an increase or an absolute increase? (Assuming absolute increase)
Is the dashboard showing an increase in tickets accurate?
Categories tickets
Geographic area?
Product area?
Operational area?
Seasonality?
Type of ticket -
Debug tickets or
Help me how to do x (Did we have an influx of new customers joining? )
What type of customers ( new or existing, age with the company, history)
3"
Sonam S. - "Are support tickets % an increase or an absolute increase? (Assuming absolute increase)
Is the dashboard showing an increase in tickets accurate?
Categories tickets
Geographic area?
Product area?
Operational area?
Seasonality?
Type of ticket -
Debug tickets or
Help me how to do x (Did we have an influx of new customers joining? )
What type of customers ( new or existing, age with the company, history)
3"See full answer
BizOps & Strategy
Product Strategy
+2 more
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"Follow STAR
Example:
In my most recent role at x, we've been working every quarter to set our quarterly goals or even decide for the year but given in 2022 we've been through a great resignation phase there was a high attrition because of which we have overloaded engineering teams.
During last quarterly planning, I started to question with my manager about giving a focus to our engineering, so we complete one thing absolutely fine which is more impactful for our customers and add immediate val"
Ash I. - "Follow STAR
Example:
In my most recent role at x, we've been working every quarter to set our quarterly goals or even decide for the year but given in 2022 we've been through a great resignation phase there was a high attrition because of which we have overloaded engineering teams.
During last quarterly planning, I started to question with my manager about giving a focus to our engineering, so we complete one thing absolutely fine which is more impactful for our customers and add immediate val"See full answer
"Company Mission: To Organize the World's Information
Clarify: What type of product are we looking to build? Software, Hardware?
-> Hardware
Makes sense since Google has a strong software stack including Android TV, which is a huge business by Firestick & Nvidia Shield, as well as Chinese based hardware implementations.
Is there any restrictions for this type of approach, or are we free to go around any way we'd like?
-> You're free to take any approach you'd like.
Google has a strong c"
jantheman88 - "Company Mission: To Organize the World's Information
Clarify: What type of product are we looking to build? Software, Hardware?
-> Hardware
Makes sense since Google has a strong software stack including Android TV, which is a huge business by Firestick & Nvidia Shield, as well as Chinese based hardware implementations.
Is there any restrictions for this type of approach, or are we free to go around any way we'd like?
-> You're free to take any approach you'd like.
Google has a strong c"See full answer
"
Situation
Our data engineering team was tasked with developing a new real-time analytics platform for derivatives trading. To ensure the project’s success, we needed buy-in and support from various non-technical teams, including finance, compliance, and senior management. These teams needed to understand the importance of the project, the resources required, and how it would benefit the organization.
Task
My task was to effectively communicate the technical requirements and benefits of"
Scott S. - "
Situation
Our data engineering team was tasked with developing a new real-time analytics platform for derivatives trading. To ensure the project’s success, we needed buy-in and support from various non-technical teams, including finance, compliance, and senior management. These teams needed to understand the importance of the project, the resources required, and how it would benefit the organization.
Task
My task was to effectively communicate the technical requirements and benefits of"See full answer
"Assumption: Considering the launch of a product r a service based company in a new market:
1) Need of the product / service - consumer needs
2) Presence of competitor and their market share
3) Consumer behaviour - can this be changed if such need doesn't exist explicitly( ex: ride hailing)
4) Existing price of the product
5) Marketing spend to launch in that market and opportunity to make revenue"
Arista V. - "Assumption: Considering the launch of a product r a service based company in a new market:
1) Need of the product / service - consumer needs
2) Presence of competitor and their market share
3) Consumer behaviour - can this be changed if such need doesn't exist explicitly( ex: ride hailing)
4) Existing price of the product
5) Marketing spend to launch in that market and opportunity to make revenue"See full answer
"Designed and framework to conduct risk and control assessment of applications that are prone to fraud risk and designed a target roadmap of overarching controls that further mitigates the risk.
I explained how I took incharge of coming up with the framework for the assessment and held sessions. Role played with my team to think all the use cases possible and explained the accomplishments and takeaways."
Hmj V. - "Designed and framework to conduct risk and control assessment of applications that are prone to fraud risk and designed a target roadmap of overarching controls that further mitigates the risk.
I explained how I took incharge of coming up with the framework for the assessment and held sessions. Role played with my team to think all the use cases possible and explained the accomplishments and takeaways."See full answer
"Below is the step by step approach I would take:
Identify potential risks: Firstly, I thoroughly analyze the project and identify potential risks that could impact its success. This involves reviewing project documentation, conducting stakeholder interviews, and seeking input from team members who have expertise in different areas.
Assess the impact and likelihood: I evaluate each identified risk by assessing its potential impact on the project objectives and determining the likelihood of"
Ash K. - "Below is the step by step approach I would take:
Identify potential risks: Firstly, I thoroughly analyze the project and identify potential risks that could impact its success. This involves reviewing project documentation, conducting stakeholder interviews, and seeking input from team members who have expertise in different areas.
Assess the impact and likelihood: I evaluate each identified risk by assessing its potential impact on the project objectives and determining the likelihood of"See full answer