How to Find a Trusted Machine Learning Development Company
With AI and machine learning being implemented in nearly all domains, businesses should pay attention to ensure they don’t overlook the potential benefits it can create. With that in mind, machine learning development companies can help you size up the opportunities AI-based solutions can bring to your business. Machine learning service providers enable companies to remain competitive in the market, from leveraging predictive analytics for enhanced business decisions to developing new strategies based on AI-driven solutions. In this post, we will cover reasons why machine learning development companies are in-demand nowadays, the key steps to hiring a trustworthy firm, and more. Let’s begin!
Why are machine learning service providers in demand?
To understand the importance of partnering with a machine learning development company, let’s take a step back and consider a broader perspective. So, here are some stats worth taking notice of.
First off, the AI job landscape looks promising. According to the World Economic Forum, over 85 million new jobs will be created by 2025, including such crucial roles as Data Analysts and Scientists, AI & Machine Learning specialists, Big Data specialists, Process Automation and Digital Transformation experts. This means that the demand for AI/ML talent is expected to skyrocket in the coming years.
The global machine learning market is estimated to reach USD 96.7 billion by 2025, according to Grand View Research. Thus, we can be sure that the demand for machine learning development companies as a way to tap into pools of AI/ML talent is going to rise. In fact, as of March 2023, nearly 88K vacancies are available in the Machine Learning category for the United States, according to LinkedIn.
Given the fact that tech giants are poaching best-in-class AI talent, many businesses have no other option than to go seek external machine learning service providers to match them with the right talent in nearshore/offshore locations. This approach can bring tremendous value to your business, provided you choose the right AI development company to partner with.
Hiring a trusted machine learning software development firm: Key steps
Separating the wheat from the chaff as you search for the best machine learning software development firm can be tricky. Let’s review the main steps you will undergo as you are looking for a suitable provider.
Define your goals
To hand off your activities to a machine learning software development firm, you need to outline the milestones they need to achieve as an outcome of your collaboration. So, be sure to outline your goals, as in do you want to add AI/ML capabilities to your existing solution or create a new product from the ground up? It’s important that the machine learning development company understands your goals and vision to build a team with relevant experience for you.
Determine the competencies you need
Your project may require specialists with various skill sets, from specific programming languages and tools pertaining to the AI/ML field to having relevant business acumen and domain knowledge. To find the best specialists, a machine learning development company needs to have a list of your requirements at hand.
Establish standards for potential machine learning service providers
What are the key elements to consider when selecting a machine learning software development firm? When making your decision, it is crucial to consider the company’s expertise in your domain, portfolio, client reviews, pricing model, the amount of time needed to create a team, and more. With that in mind, make a list of your must-haves to filter out suitable partners.
Narrow down potential partners by creating a shortlist
It’s best to kick off your search by researching companies that specialize in your industry. Look up relevant websites, directories, and firm aggregators, or ask colleagues for referrals to machine learning development companies. When doing your search, ensure that you are taking into consideration the criteria you outlined in the previous step.
Review companies’ websites and portfolios
To find a reliable machine learning development company, take the time to review their websites and portfolios. Ask yourself questions such as: What type of industries do they specialize in? What types of ML/AI projects do they take on? Are there any projects in their portfolio similar to the one you are looking to delegate? Gather as much information as possible to make an informed decision.
Dive into client reviews
To learn more about the machine learning development company you are considering, check out client feedback. Read reviews from their previous tech leaders to see what they thought of the provided teams. You can find this information on firm aggregators and testimonials or success stories on their websites.
Ask the potential provider to be as specific as possible
What kind of cooperation and pricing models do the machine learning development companies you are considering offer? How much time will they need to assemble a team that meets your requirements? Be sure to ask as many questions as you can during your initial meetings. Additionally, take note of the time it takes for each provider to respond to your queries – customer-focused companies usually reply within an hour or less.
Choose your AI development company
Summing up, when looking for AI development companies, you will need to compare and choose the most suitable one based on certain criteria. These may include:
- The ability to quickly assemble a team;
- A screening process to ensure you get qualified technologists;
- A portfolio of successful AI/ML development projects;
- A pricing model that works for you;
- The ability to balance cost and quality.
At nCube, we prioritize all these factors when selecting AI/ML talent for our clients. We serve as your trusted machine learning development company and can assemble your team in as little as four weeks. During the hiring process, we conduct internal interviews to verify candidates’ technical skills and backgrounds, ensuring that you work with the best AI/ML talent available. Our team members will be fully dedicated to your project and work for you eight hours a day, five days a week.
Signs of a machine learning development company you can trust
As a company that provides tech teams for businesses across the globe, we understand the key priorities of our clients. We highlighted a number of important factors that are often prioritized by our clients when searching for a machine learning development company.
Compliance with security policies is crucial when selecting a reliable partner for your AI/ML development needs. It is important to ensure that the companies on your shortlist adhere to international security and data protection regulations, as well as being willing to sign a non-disclosure agreement (NDA). To prepare for unexpected situations, it is also important to request that your partner develop a contingency plan to ensure continued support for your project in the event of unforeseen circumstances.
A pricing model that works for your budget is crucial when partnering with a machine learning development company. Optimal budget allocation is one of the key benefits of such a partnership. It is best to look for a partner that offers a flat pricing model, where you pay for the hours invested by a full-time employee on their team. With this type of model, you can have greater control over your budget and can assign team roles according to your specific needs.
Full team integration. In a complex distributed engineering environment, it is important for all team members, even those working remotely, to be fully integrated into your processes. Whether you require a single developer or a large team, their full dedication to your project is crucial. Therefore, it is important to inquire about how your chosen machine learning software development firm ensures seamless engagement within your working environment. For instance, at nCube, we establish effective communication channels between you and your team members. We assist in scheduling regular team meetings, daily stand-ups, and systematic meet-ups to ensure seamless onboarding of team members, enabling them to work with your core team and adopt your best practices in engineering and communication.
Team comfort. It is important to prioritize the productivity of your team, and it is the responsibility of your partner to ensure that the developers they provide have everything they need to stay motivated and comfortable. At our company, for instance, we provide comfortable workspaces for the additional engineers and establish the necessary IT infrastructure for distributed work. Our dedicated team of HR professionals takes care of the comfort and overall happiness of our team members. With our services, you can relax knowing that team administration, payroll, and employee bonuses are taken care of by us.
Companies worldwide are recognizing the value of machine learning. They collect valuable customer data, analyze it, and use the insights to make business decisions. The demand for Machine Learning talent is high, and talent pools in the US and UK are becoming depleted. The good news is that you can turn to a machine learning service provider like nCube and gain access to the best AI/ML talent in Central and Eastern Europe and LATAM. Contact us.