Data Science consulting and development services

Never miss out on new business opportunities. Get actionable, data-driven business insights with our Data Science consulting services. We put our heads together to analyse and find patterns in your data, so we can advise you on your business strategy and answer your needs with a tailored solution that leaves competitors far behind.

Our Data Science services

Business Intelligence (BI)

BI is beneficial to business process management and validation. Your custom Business Intelligence dashboard can help you to understand your data better by showing only what is relevant to your set objective, and thus eliminating the “too much information” issue. That way, you’re able to stay focused, with a clear goal ahead, and save valuable time as a result.

Big Data

Making sense of complex data can prove to be a challenge, and that’s when Big Data comes to the rescue. It encompasses large datasets that cannot be handled by traditional computing techniques and processing software. Using Big Data solutions allows you to analyse information faster, reduce costs and introduce innovations. This way, you can make sure that your customers are delivered a polished product.

Extract, Transform, Load (ETL)

ETL is a process of extracting data from different sources, transforming it into a desirable format and loading into a destination location suitable for further business analysis (that can be Data Science, Business Intelligence or Machine Learning). Applying a customised ETL pipeline for complex data management and standardisation automates and simplifies the process, as well as improves its efficiency.

Data Mining

Data mining is useful when it comes to huge amounts of data that need to be made sense of. It helps you to turn raw data into useful and actionable information. In other words, data mining empowers your business with tools for discovering patterns hidden in large datasets, by involving methods at the intersection of machine learning, statistics and database systems.

Exploratory Data Analysis (EDA)

EDA is a statistical approach to analysing data sets and summarising their main characteristics. We can help to identify outliers and errors, the most common and missing values, visualise multivariable distributions, spot hidden natural or unusual patterns, and investigate relationships between variables and their strength. All these are crucial to discovering data and providing the necessary context to reach your business goals.!

Text Mining

Text Mining is the process of deriving quantitative information from unstructured text. We can offer it as a separate solution or as a pre-processing phase of further text analysis using machine learning techniques, including natural language processing (NLP). You’ll be able to get in-depth insights into how customers interact with your brand, and automate manual processes like text document processing.

 

10+

years in remote
software development
 

150+

digital solutions
delivered

90%

of all projects
conducted remotely

Why should you use Data Science in your company?

Explore the most important benefits of implementing Data Science solutions to your business

Actionable business insights

When it comes to digital business, staying up to date is the key to success. Identifying business trends and pointing your organisation in the right direction helps to capitalise on new opportunities. See your company in a new light thanks to solid data and ensure its steady growth.

Data-Driven decision-making

Make certain your business goals are achieved while saving valuable time and resources. By measuring and tracking chosen KPIs and metrics, you can successfully reduce your costs and increase revenue at the same time, all thanks to the implementation of Data Science solutions.

Reduced data overload

Collecting data is crucial to ensuring business growth, but sometimes it can result in information overload that is difficult to understand and operationalise. Making data more understandable and useful by providing multiple data visualisation possibilities for users who aren’t skilled analysts is what data science is all about.

 

Audience-dedicated dashboards

Manage information properly, improve your operations and boost performance with personalised dashboards tailored to the audience using them. Depending on the user, strategic, analytical, operational, and tactical dashboards can be suited and designed for the desired application.

Product improvements

Knowing your user base’s needs is crucial for your product to become a hit on the market. Getting a 360° customer view helps to predict customer behaviour, identify user trends, deliver the right service at the right time, therefore helping to reduce customer churn rates and improving the chances of sales.

 

Ready to boost your business with Data Science?

Where does Data Science excel?

The application of Data Science can help you to answer key questions specific to your business and provide you with tailored solutions.

  • Breaking down big data into usable information
  • Making business data more accessible and readable
  • Discovering unseen patterns and trends
  • Handling all types of data, structured and unstructured

Flip through our latest projects

Natural Products Store
NPO is committed to providing the best natural & renewable resourced products that can be sourced by Australian manufacturers.
E-Commerce
Estorespace simplifies the routine of ordering products, buying or selling the products online.
Real Estate
This site is deisgned & developed to help people to find Rental properties with a single click.

See what our clients say about us

We love what we do, but you don’t need to take our word on it. See what our clients have to say about our app development services.

Working remotely with the Niche Team was as frictionless as if they were sitting right next to me. They really dug deep to understand our industry and customer needs. They are truly engaged and always up for the next challenge.
DT & AM
Sydney
Great cooperation and agility, continuously delivering value every single iteration, starting from sprint one. It was as if we had our own team working on that.
JS , NSW
It never felt like we were being rushed out; they gave us everything we needed for the project. They have genuinely cared about more than being paid, which is a rare thing to say about an outsourced studio.
Ken
Brisbane

Our tech stack

Data Processing

  • Python
  • Apache Spark
  • AWS Glue
  • Amazon EMR
  • Amazon Kinesis

Data storage

  • BigQuery
  • Delta Lake
  • PostgreSQL

Machine Learning

  • Amazon SageMaker
  • TensorFlow
  • Keras
  • Pandas

Business Intelligence

  • Google Data Studio
  • Power BI

Our Data Science development process

Scoping & estimation

Understanding your idea and needs

First things first! We identify the scope of your project and take our time to understand your product idea and business needs. This includes discussing the potential features, tech solutions and time required to deliver them. Thanks to that, we can give you a general development quotation and schedule.

Scoping & estimation

Workshops & preparation

Sharpening your vision and discussing the details

We want to make sure your idea turns into a booming success. To help you choose the best strategy and sharpen your vision, we put together a session of Data, Product or Strategy workshops – whatever best fits your needs. At the end of this phase, we have wireframes of your app and the first design drafts, we’ve gathered development requirements, and prepared the basic documentation of the project. All set!

Workshops & preparation

Design & development

Bringing your application idea into reality

Time to get to work! Once the project starts, we complete the designs and begin working on your application. The length of this phase depends on the app size and complexity. It usually takes us 3 months to create a fully-functional MVP—a minimum viable product ready to be released to the market.

Design & development

Product release

Introducing your product to the market

Time to shine! As soon as your product is finished, we take care of the deployment and release. Timing is crucial here—we make sure that every individual part of the system is released on schedule and works perfectly, without any downtime. If it’s a mobile app, we take care of the app store listings as well. Once your application is live, we provide ongoing support.

Product release

Maintenance & support

Taking good care of your product

The fate of your app is in your hands! If you decide that your app needs extra features or changes, great. We start working right away, all the while supporting the existing version. However, if you decide you want to transfer the project to your in-house team, we help you plan the process and make sure it goes smoothly.

Maintenance & support

Custom Data Science solution development

Do you have a large amount of data to work with? Or are you struggling to find a solution to manage it and pull out the information that is hidden? We can help! Let us make your data more understandable and useful. We use data to answer your key business questions and provide you with tailored Data Science solutions.

What is there to gain? Improvement of product relevance, assistance in goal setting and refinement as well as decision making, just to name a few. At-a-glance reporting with adequate visualisation techniques that helps your company to understand business data better, by showing only the relevant information and reducing clutter. Start building your custom solution today!

Want to find out more about Data Science?

Are you interested in Data Science solutions? Browse the most frequently asked questions and see what there is to learn!

Data science (DS) is an interdisciplinary field that works on the cross section of domain knowledge, mathematics, programming, software skills, and effective communication. It offers an end-to-end solution to extract knowledge and insights from structured and unstructured data. DS is closely combined with big data, data and text mining, statistics and machine learning.

Data Science can help you to solve complex real-life and business-specific problems with the use of data. When the amount of available data is huge and traditional data analytics tools are no longer relevant or when the business problems are complex by their nature, it’s time to turn to data science solutions.

Data Science helps businesses to analyse available data to get insights into past scenarios and performance, and use them to make crucial decisions for future challenges. With the support of data-based knowledge, you can enhance productivity and profitability, and stay ahead of competitors, regardless of your business sector and size.

A Privacy Policy is a document that discloses how a party collects, handles, shares, and manages customer, client or patient data, especially sensitive data. The collection and usage of customer, user or patient data can bring a lot of benefits to your business as long it is done safely and according to legal regulations.

Protecting data privacy is crucial for us as well for your business. It is a safeguard for personal information, builds trust and good relationships with clients or customers, and mitigates legal risks. We are compliant with GDPR regulations as well as Data Science best practices, only use data that is necessary, and we don’t keep data we don’t need anymore.

Big Data describes the large volumes of data generated and gathered by businesses on a day-to-day basis. It’s not just the amount of data that defines Big Data, it’s also described by its variety and velocity – the increasing speed at which new data is processed and stored. Big data encompases different data types that can be brought together from different sources (structured, unstructured, mixed, static, real time, in-house, external).

ETL (Extract, Transform, Load) is a procedure for copying data from one or more sources into a destination system which represents the data in a different context than the sources.

Business Intelligence (BI) is a set of tools and methods used for data analysis and business information discovery. BI functions include business process management and validation, predictive solutions, business knowledge discovery, business reporting and BI Dashboards – a graphical interface which provides visual reporting solutions.

There are many BI tools commercially available. The most popular are probably Power BI, Tableau and Data Studio. We have experience with BI dashboards creation using Power BI, Data Studio, AWS QuickSight and Grafana. We also offer custom dashboard implementation using frontend frameworks like Angular or React.

The most popular tools for data collection are Google Analytics for web and Google Firebase for mobile applications. In addition to these, we also offer Revolt, our in-house solution for collecting application data that works for web, mobile and backend applications.

A data collection and utilisation plan is a documentation of all events that need to be sent from the application. Even though tracking everything might get you lots of data, it will most likely be chaotic and turn out to be missing key parameters; that is why it is so important to include data scientists in the process and create a data collection plan to avoid information overload and spot the most important parameters at first glance. This is also an advantage of custom solutions over out-of-the-box analytics.

Our software development Team have worked on many other industry sectors- including- professional services, travel, lifestyle, education, trade services, real estate, inhome support services, and more.  Contact us below to have a friendly chat as to what you are seeking- don’t worry we do not talk computer jargon style  talk -we want to listen and chat about your needs.

Let’s choose the best technology for your business

Already know what tech stack you want to use in your next app? Great! Still not quite sure? Let us advise you on the best solution for your unique case.

Android

Create a seamless mobile product for android services.

IOS

Stay ahead of the game with a custom IOS Application.

Cross-Platforms

Save time & stretch your budget with cross-platforms applicaation development.

Frontend

Your app will look & feel like no other with our frontend development.

Backend

Bring the most complex app idea to your life with our backend app development.

Artificial Intelligence

Reach new business opportunities with Al and Machine Learning services.

Want to talk about your project?