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Jeanette Shutay

President & CDO at Shutay Consulting

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Do you trust the data & reports from the big analysts?

Strategy & Architecture

Yes

Sometimes

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111.2k views126 Upvotes59 Comments

Thinking about your organization as a whole, what would you say are its top business objectives for the next two years?

Strategy & Architecture

Growth / market share

Digital business / digital transformation

Profit improvement

Innovation / new products

Customer focus

Corporate M&A

Technology Improvements

Cost Optimization

Operations improvement

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7.5k views4 Upvotes

What are your spend intentions for Microsoft product(s)/service(s) in 2019?

Financial Management Vendor Management

Increase by >20%

Increase by 1 - 20%

Stay flat

Decrease by 1 - 20%

Decrease by >20%

Replace

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3.1k views2 Upvotes1 Comment

Do you have remote employees on your team?

Talent Management & Performance

Yes

16.4k views7 Upvotes7 Comments

What do you do with unsolicited vendor gifts?

People & Leadership Financial Management Vendor Management

Keep it

I never accept them

Donate it

Depends on the dollar amount

Other (leave a comment)

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23.7k views10 Upvotes35 Comments

What do you consider the most intimidating part about starting a company?

Culture & Values

A good idea

The high chance of failure

Not getting a salary for a while

Raising funds

Other (please comment)

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10.7k views10 Comments

What do you feel is a key soft skill in today's marketplace?

People & Leadership Talent Management & Performance Culture & Values+6 more

Creativity

Emotional Intelligence

Critical Thinking

Leadership/Management

Complex problem-solving

Other (comment below!)

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1.8k views3 Upvotes3 Comments

Do you have remote employees on your team?

Talent Management & Performance

Yes

131.9k views209 Upvotes64 Comments

“Priority” is not supposed to be plural (there cannot be “priorities”).

Culture & Values Portfolio, Program & Project Management Business Relationships

Strongly agree

Agree

Neither agree nor disagree

Disagree

Strongly disagree

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10k views4 Upvotes14 Comments

Your highest performing report has poor leadership qualities. When a leadership role opens up, do you promote this report?

Talent Management & Performance Culture & Values Mentoring & Coaching

Yes

Unsure

It depends (please comment below!)

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4.7k views4 Upvotes15 Comments

Has anyone leveraged Truera for testing and debugging ML models? If so, I'm curious about your experiences with the platform.

Applications & Platforms Data & Analytics Engineering

54 views

What are some strategies that you have used when designing data pipelines for online ML systems? Has anyone recently dealt with infrastructure overhauls to combine batch and streaming processes? If so, have you used Apache Flink?

Applications & Platforms Infrastructure Engineering+1 more

Jeanette ShutayPresident & CDO at Shutay Consulting in Services (non-Government)a year ago

Creating data pipelines for online machine learning systems involves gathering, preprocessing, and converting data, as well as deploying and delivering models while maintaining proper monitoring and feedback mechanisms. Utilizing ...read more

152 views1 Comment

I’ve come across a situation where I need to decide between using prompt engineering or fine-tuning for a LLM (e.g., gpt-3.5-turbo, gpt-4) to enhance the search capabilities of our website. I understand the tradeoffs associated with the two approaches, but I’m curious about others’ experiences in choosing between the two. What considerations have you made in your decision, and were there any underlying assumptions that supported your decision?

Engineering Disruptive & Emerging Technologies Data & Analytics

Jeanette ShutayPresident & CDO at Shutay Consulting in Services (non-Government)a year ago

This is a case of 'it depends'... if you are using a LLM on an air-gapped infrastructure and the LLM will contain proprietary information that the LLM has never been trained on, fine tuning would be the way to go. ...read more

2.6k views1 Comment

How often does your organization conduct a diminishing returns analysis to prioritize analytics and data science projects, and what factors are considered?

Data & Analytics

Jeanette ShutayPresident & CDO at Shutay Consulting in Services (non-Government)2 years ago

Most organizations are figuring out the data use cases that are feasible and profitable by calculating ROI in some form. But diminishing returns analysis is not widely applied to data projects.

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307 views2 Comments