The Hidden Cost of Development or Technical Debt – Spotting And Stopping It

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The Hidden Cost of Development or Technical Debt – Spotting And Stopping It

Technical debt is an often hidden cost a company incurs when a data department is forced to take shortcuts in a project or software development. It is the result of developers’ decisions to prioritize speed over long-term efficiency and stability and not having adequate resources to ensure overall quality. These decisions lead to the accumulation of errors, making the system harder to maintain and scale over time. Technical debt often accumulates unnoticed, as companies focus on delivering products quickly rather than addressing the underlying issues.

How to know if you are accumulating technical debt. What you should look out for:

  1. Delayed project timelines: Technical debt can cause projects to take longer to complete, as developers have to spend more time fixing issues with patches and one-off solutions as they continue to build on it or use it for a longer period of time. 
  2. Decreased quality: Technical debt can lead to low-quality products, making it harder to maintain and scale the system over time.
  3. High maintenance costs: Technical debt can become more expensive to maintain over time, as developers have to spend more time fixing bugs and maintaining the project.

Avoiding it altogether is the smartest solution however, it is often not noticed until it is a huge impediment to continued progress. One way to avoid it from the beginning is to use an outside firm like Colaberry to help with maturity assessments that evaluate the maturity of your data landscape and provide recommendations for improvements and prioritization. Using an outside company helps ensure you receive unbiased feedback and evaluations as they are not invested in any particular product or solution which is a possibility with internal evaluations.

These services provide businesses with the necessary expertise, tools, and infrastructure to be able to analyze the data and develop solutions that improve efficiency, stability, and scalability. By using managed data services, your businesses can focus on delivering features quickly while also ensuring that your systems remain efficient and stable over time.

Having the resources to flex with a project or product needs can be the key to long-term success rather than trying to retain the talent you need on a full-time basis.

Another solution to avoiding technical debt is to ensure you have an adequate amount of analysts who are skilled in the latest tech stacks to identify areas of technical debt and develop solutions that improve efficiency, stability, and scalability. When you choose Colaberry as a partner you get data talents who are skilled in using the latest technology such as AI & Chat GPT to ensure they can meet your product’s technical demands on time and on budget. 

Technical debt can have significant consequences on your overall system’s health and competitiveness. By using managed data services to oversee your data department or hiring additional data analytics talent from Colaberry, you can prevent technical debt from accumulating in the first place. 
Colaberry has a team of experienced data analytics professionals who can analyze complex systems and develop solutions that improve efficiency, stability, and scalability.  Don’t let technical debt hold your business back; contact Colaberry today to discuss a complimentary maturity assessment or what specific types of talents you need to get the job done. Colaberry is your source for simple data science talent solutions.

Andrew “Sal” Salazar
[email protected]
682.375.0489
LinkedIn Profile

The Future Leaders of Data Science At The Data Talent Showcase

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colaberry data talent showcase

See The Future Leaders of Data Science in Action At Our Data Talent Showcase Event

Are you interested in learning more about the future leaders of data science? Join us for our Data Talent Showcase Event, where you will get to see the next generation of data scientists in action! We will be showcasing some of the most innovative and ambitious projects from students who have completed Colaberry’s training program. This is an event you won’t want to miss!

https://info.colaberry.com/colaberry-data-talent-showcase

The Power of Data in Action

Are you looking to get a glimpse of the future of data science? Here, you’ll get to witness the power of data in action and get inspired by the limitless possibilities of data science.

At our event, you’ll get to see how businesses are leveraging the power of their data. You’ll also hear from experts in the data field and discover what smart business leaders look for in data projects. Plus, you’ll gain insight into data-driven innovation and how data science can help drive your business forward.

Whether you’re a data enthusiast or a business leader, this event is the perfect opportunity to get a glimpse of the future of data science and get inspired by what’s possible. Get ready to see the future leaders of data science in action!

data talent showcase judge

Guest Judge Minoo Agarwal

We’re proud to announce the addition of Minoo Agarwal as one of our esteemed guest judges at our Data Talent Showcase event! Minoo’s expertise and insights into the industry will be invaluable to the event.

A data and analytics evangelist with a successful history of transforming data assets into enterprise capabilities that drive outcomes.

 In her current role, Minoo is responsible for the short-term and long-term strategic roadmap for RTI’s analytics capabilities that promotes RTI’s strategic goal of digital transformation. 

RTI is an independent, non-profit institute that provides research, development, and technical services to government and commercial clients worldwide.

As a guest judge, Minoo will provide her unique perspective on the projects developed by our talented contestants. Hear her insights on what makes a project stand out and what she looks for in potential team members.

We’re thrilled to have Minoo join us for our Data Talent Showcase and can’t wait to hear what she thinks of the projects and the abilities of our contestants.

See Real Data Projects

At our Data Talent Showcase Event, you’ll have the opportunity to see real data projects in action. Attendees will gain insight into how data science is helping to shape business decisions and watch as the next generation of leaders in the field is empowered with data-driven insights.

You’ll also have the chance to learn from and network with some of the top data science experts in the field. Our event will feature great presentations, giving you a firsthand look at their expertise.

Come join us at the Data Talent Showcase Event to witness the future leaders of data science in action and see the people that are driving the industry forward.

data talent showcase

Support DEI Change in Data Science

At our Data Talent Showcase Event, you’ll have the opportunity to witness and support the future face of data science. Our goal is to create a more diverse and equitable data science landscape and to do this, we are showcasing top-tier talent from underrepresented communities.

We know that diversity, equity, and inclusion in data science is a key factors in any company’s success. That’s why our showcase will feature individuals who are a part of and passionate about making a positive change in the industry. 90% of Colaberry consultants are from under-represented populations and an astounding 50% are female.

The industry as a whole is in need of a drastic change. This event is a step in that direction.

Don’t miss this great opportunity to support DEI change in data science. Come be a part of the change.

Attend as an Audience Member or a Guest Judge

Gain insight into what businesses and organizations looking to the future are using and looking for.

Network with a diverse group of attendees from the data science field.

As an audience member, you can cast your vote for the winner and you’ll get to learn more about data science and how Colaberry is creating a movement to drive innovation and DEI change.

If you’re feeling adventurous and want to help others with your experience and knowledge, you can take part as a guest judge. If you are an experienced leader in data we would love to have you come to be a part of our event and mission. If you enjoy helping others, especially women and underrepresented populations then this is for you.

Don’t miss this chance to get a front-row seat to the future of data science! Our Data Talent Showcase Event is the perfect place to be inspired by the brightest minds in the field, and get a glimpse of the potential that lies ahead. We can’t wait to see you there!

To attend the event, become a guest judge, or if you are just simply looking to learn more, click on the link below.

https://info.colaberry.com/colaberry-data-talent-showcase