u/Due-Archer-6309

Curious how hotel owners and operators here are managing performance tracking right now.

How are you monitoring things like:

occupancy trends

ADR / nightly rates

RevPAR

cancellations

booking pace

slow-demand periods

revenue across properties or room types

Are most teams still relying on PMS exports + spreadsheets, or using something more centralized?

I have been building a few simple dashboards for hotel operators to bring everything into one place because many teams I spoke with were spending hours manually pulling reports every day.

Would genuinely love to know what systems you are using right now and what still feels frustrating or time-consuming.

Despite having access to so much information, many people are still unable to crack interviews or properly learn the skills required for the industry. There are countless YouTube channels, free courses, communities, and learning resources available today, yet many people still struggle to grow.

The biggest issue is that people are not ready to truly upskill themselves with consistency and discipline. When you ask them what went wrong, most of them say, “I am doing everything right, but things are still not working.” But if things are not going in the right direction, then it’s important to do reverse engineering and identify what is actually missing.

If you are giving interviews, ask for feedback. If you are unable to explain your projects confidently, then question your preparation. Ask yourself:

What am I lacking?

Which skill needs improvement?

Why am I unable to communicate my work properly?

Am I really practicing consistently?

These are the questions people should ask themselves honestly.

Another major problem is that many people keep enrolling in courses but never complete them. They start one course, then jump to another, and eventually lose consistency. Opportunities don’t come only from buying courses they come from commitment, discipline, and execution.

At the same time, many people constantly look for free resources, free guidance, and shortcuts. But the reality is, there are already enough free resources available online. If someone is unable to learn from the free content already available, then continuously searching for more free resources will not solve the problem.

This mindset is becoming very common in today’s job market.

Over the last 4.5 years, I have seen the industry change a lot. The people who continuously learn, adapt, and upskill themselves are the ones who will survive and grow in this field. Otherwise, it will become very difficult to stay relevant in the long run.

Despite having access to so much information, many people are still unable to crack interviews or properly learn the skills required for the industry. There are countless YouTube channels, free courses, communities, and learning resources available today, yet many people still struggle to grow.

The biggest issue is that people are not ready to truly upskill themselves with consistency and discipline. When you ask them what went wrong, most of them say, “I am doing everything right, but things are still not working.” But if things are not going in the right direction, then it’s important to do reverse engineering and identify what is actually missing.

If you are giving interviews, ask for feedback. If you are unable to explain your projects confidently, then question your preparation. Ask yourself:

What am I lacking?

Which skill needs improvement?

Why am I unable to communicate my work properly?

Am I really practicing consistently?

These are the questions people should ask themselves honestly.

Another major problem is that many people keep enrolling in courses but never complete them. They start one course, then jump to another, and eventually lose consistency. Opportunities don’t come only from buying courses they come from commitment, discipline, and execution.

At the same time, many people constantly look for free resources, free guidance, and shortcuts. But the reality is, there are already enough free resources available online. If someone is unable to learn from the free content already available, then continuously searching for more free resources will not solve the problem.

This mindset is becoming very common in today’s job market.

Over the last 4.5 years, I have seen the industry change a lot. The people who continuously learn, adapt, and upskill themselves are the ones who will survive and grow in this field. Otherwise, it will become very difficult to stay relevant in the long run.

Despite having access to so much information, many people are still unable to crack interviews or properly learn the skills required for the industry. There are countless YouTube channels, free courses, communities, and learning resources available today, yet many people still struggle to grow.

The biggest issue is that people are not ready to truly upskill themselves with consistency and discipline. When you ask them what went wrong, most of them say, “I am doing everything right, but things are still not working.” But if things are not going in the right direction, then it’s important to do reverse engineering and identify what is actually missing.

If you are giving interviews, ask for feedback. If you are unable to explain your projects confidently, then question your preparation. Ask yourself:

What am I lacking?

Which skill needs improvement?

Why am I unable to communicate my work properly?

Am I really practicing consistently?

These are the questions people should ask themselves honestly.

Another major problem is that many people keep enrolling in courses but never complete them. They start one course, then jump to another, and eventually lose consistency. Opportunities don’t come only from buying courses they come from commitment, discipline, and execution.

At the same time, many people constantly look for free resources, free guidance, and shortcuts. But the reality is, there are already enough free resources available online. If someone is unable to learn from the free content already available, then continuously searching for more free resources will not solve the problem.

This mindset is becoming very common in today’s job market.

Over the last 4.5 years, I have seen the industry change a lot. The people who continuously learn, adapt, and upskill themselves are the ones who will survive and grow in this field. Otherwise, it will become very difficult to stay relevant in the long run.

Despite having access to so much information, many people are still unable to crack interviews or properly learn the skills required for the industry. There are countless YouTube channels, free courses, communities, and learning resources available today, yet many people still struggle to grow.

The biggest issue is that people are not ready to truly upskill themselves with consistency and discipline. When you ask them what went wrong, most of them say, “I am doing everything right, but things are still not working.” But if things are not going in the right direction, then it’s important to do reverse engineering and identify what is actually missing.

If you are giving interviews, ask for feedback. If you are unable to explain your projects confidently, then question your preparation. Ask yourself:

What am I lacking?

Which skill needs improvement?

Why am I unable to communicate my work properly?

Am I really practicing consistently?

These are the questions people should ask themselves honestly.

Another major problem is that many people keep enrolling in courses but never complete them. They start one course, then jump to another, and eventually lose consistency. Opportunities don’t come only from buying courses they come from commitment, discipline, and execution.

At the same time, many people constantly look for free resources, free guidance, and shortcuts. But the reality is, there are already enough free resources available online. If someone is unable to learn from the free content already available, then continuously searching for more free resources will not solve the problem.

This mindset is becoming very common in today’s job market.

Over the last 4.5 years, I have seen the industry change a lot. The people who continuously learn, adapt, and upskill themselves are the ones who will survive and grow in this field. Otherwise, it will become very difficult to stay relevant in the long run.

After 4 years of working with clients across different time zones, one thing became very clear to me most people are learning data analytics the wrong way.

Not because they are lazy. Because the resources available teach you what, not how to think.

You can finish 10 courses and still freeze when a client says just find something useful in this data.

The real work is messy. Requirements change. Data is never clean. Stakeholders don't know what they want until you show them something wrong.

Honestly? Kaggle never prepared me for that. Real projects did.

Learn the tools, sure. But spend more time practicing decisions, not just queries.

After 4 years of working with clients across different time zones, one thing became very clear to me most people are learning data analytics the wrong way.

Not because they are lazy. Because the resources available teach you what, not how to think.

You can finish 10 courses and still freeze when a client says just find something useful in this data.

The real work is messy. Requirements change. Data is never clean. Stakeholders don't know what they want until you show them something wrong.

Honestly? Kaggle never prepared me for that. Real projects did.

Learn the tools, sure. But spend more time practicing decisions, not just queries.

After 4 years of working with clients across different time zones, one thing became very clear to me most people are learning data analytics the wrong way.

Not because they are lazy. Because the resources available teach you what, not how to think.

You can finish 10 courses and still freeze when a client says just find something useful in this data.

The real work is messy. Requirements change. Data is never clean. Stakeholders don't know what they want until you show them something wrong.

Honestly? Kaggle never prepared me for that. Real projects did.

Learn the tools, sure. But spend more time practicing decisions, not just queries.

Looking for a pre-occupied flat or a 1RK flat near GIFT City. Brokers, stay away.

Hey folks, I have 4.5+ years of experience as a Data Analyst, currently working remotely with global clients. I have worked extensively on SQL, Python, Power BI, Azure and real-world business problems.

I have also helped many people transition into data analytics.

Conducting a session on this weekend if you are interested you can dm me

The session will be paid but you will get value from the session.

For more details please dm me happy to share my LinkedIn for verification.

Hey folks, I have 4.5+ years of experience as a Data Analyst, currently working remotely with global clients. I have worked extensively on SQL, Python, Power BI, Azure and real-world business problems.

I have also helped many people transition into data analytics.

Conducting a session on this weekend if you are interested you can dm me

The session will be paid but you will get value from the session.

For more details please dm me happy to share my LinkedIn for verification.

Hey folks, I have 4.5+ years of experience as a Data Analyst, currently working remotely with global clients. I have worked extensively on SQL, Python, Power BI, Azure and real-world business problems.

I have also helped many people transition into data analytics.

Conducting a session on this weekend if you are interested you can dm me

The session will be paid but you will get value from the session.

For more details please dm me happy to share my LinkedIn for verification.

Guys do bank of america hiring for senior management role.

You spend hours cleaning data, building the dashboard, running the analysis.

Then you present it. And someone in the room says  "but last month the number was different."

And suddenly you are not a data analyst anymore. You are a detective. A negotiator. A therapist.

Because 40% of this job isn't analysis. It's convincing people to trust the analysis.

Stakeholders who don't understand data will question your numbers. Not because they are wrong but because the numbers challenge a decision they already made in their head.

No course teaches you how to handle that room.

You learn it by sitting in uncomfortable meetings, defending a number you know is right, and figuring out how to say "the data disagrees with you" without actually saying that.

That skill not Python, not SQL is what separates a good analyst from a great one.

Has anyone else felt this? How do you handle it when stakeholders push back on your numbers?

You spend hours cleaning data, building the dashboard, running the analysis.

Then you present it. And someone in the room says  "but last month the number was different."

And suddenly you are not a data analyst anymore. You are a detective. A negotiator. A therapist.

Because 40% of this job isn't analysis. It's convincing people to trust the analysis.

Stakeholders who don't understand data will question your numbers. Not because they are wrong but because the numbers challenge a decision they already made in their head.

No course teaches you how to handle that room.

You learn it by sitting in uncomfortable meetings, defending a number you know is right, and figuring out how to say "the data disagrees with you" without actually saying that.

That skill not Python, not SQL is what separates a good analyst from a great one.

Has anyone else felt this? How do you handle it when stakeholders push back on your numbers?

4.5 years in. I still search how to do things I have done a hundred times.

Nobody working in data has it all memorized. The seniors I have seen they are just faster at knowing where to look and what question to ask.

When I started, I thought I had to master Python, SQL, Tableau, statistics, and Excel all at once. That pressure almost made me quit.

Pick one thing. Get comfortable with it. Then add the next.

The people who make it aren't the smartest they are the ones who didn't stop when it got uncomfortable.

4.5 years in. I still search how to do things I have done a hundred times.

Nobody working in data has it all memorized. The seniors I have seen they are just faster at knowing where to look and what question to ask.

When I started, I thought I had to master Python, SQL, Tableau, statistics, and Excel all at once. That pressure almost made me quit.

Pick one thing. Get comfortable with it. Then add the next.

The people who make it aren't the smartest they are the ones who didn't stop when it got uncomfortable.

4.5 years in. I still search how to do things I have done a hundred times.

Nobody working in data has it all memorized. The seniors I have seen they are just faster at knowing where to look and what question to ask.

When I started, I thought I had to master Python, SQL, Tableau, statistics, and Excel all at once. That pressure almost made me quit.

Pick one thing. Get comfortable with it. Then add the next.

The people who make it aren't the smartest they are the ones who didn't stop when it got uncomfortable.

Been a Data Analyst for 4.5+ years now mostly remote, working with clients across different countries and industries. SQL, Python, Power BI, Azure... the whole stack. Honestly learned more from real business problems than any course.

Over time I've also helped a bunch of folks break into data analytics, which I genuinely enjoy doing.

If anyone's navigating a job switch, struggling with where to start, or prepping for interviews drop a comment, happy to help where I can.

Been a Data Analyst for 4.5+ years now mostly remote, working with clients across different countries and industries. SQL, Python, Power BI, Azure... the whole stack. Honestly learned more from real business problems than any course.

Over time I've also helped a bunch of folks break into data analytics, which I genuinely enjoy doing.

If anyone's navigating a job switch, struggling with where to start, or prepping for interviews drop a comment, happy to help where I can.