Posted about 13 hours by Jonny Grange
Hiring data talent is rarely as straightforward as it first appears. Many employers start with a clear role in mind, only to find that attracting and assessing the right candidates is more difficult than expected.
When hiring takes longer than planned, the impact is felt quickly. Reporting slows down, stakeholders lose visibility and internal teams are stretched across both delivery and recruitment.
In most cases, the challenge is not a lack of demand for the role. It is a combination of unclear expectations, difficulty assessing candidates and a hiring process that does not reflect how data teams actually operate.
In this blog, we explain the signs that your current approach to hiring data talent may not be working, and when it makes sense to bring in specialist support.
If you're new to hiring data talent or want to get the full picture first, our data recruitment guide is a good place to start.
Why hiring data talent is more difficult than it looks
Hiring for data roles is rarely straightforward. These positions sit close to decision-making, which means technical skills alone are not enough. You need people who can manage reporting, work with stakeholders and deliver insight that is actually used.
Below, we explain the main reasons employers struggle to hire effectively in this space.
Many candidates can use tools, but fewer can own reporting
It is common to see candidates with experience in SQL, Power BI, Tableau or Python. What is less common is candidates who have taken full ownership of reporting within a business.
There is a clear difference between building dashboards and being responsible for how metrics are defined, maintained and used by stakeholders. This gap often only becomes obvious during interviews.
Data roles are often not clearly defined
Hiring delays often start before the role is advertised. When responsibilities and expectations are unclear, it becomes harder to assess candidates and move quickly through the process.
We regularly see roles that try to cover analytics, reporting and stakeholder management without clear priorities. This makes it difficult for candidates to understand the role and for hiring teams to align on what they are looking for.
Hiring processes do not reflect real reporting challenges
Data roles involve working with incomplete data, shifting priorities and ongoing stakeholder requests. However, many hiring processes do not test these realities.
When interviews focus too heavily on tools or theory, it becomes harder to understand how someone will approach reporting, stakeholder requests or changing business needs once they join.
Strong candidates expect a clear and efficient hiring process
Candidates with relevant experience are often exploring several opportunities at once. When one employer moves quickly while another takes longer to make a decision, candidates often progress with the faster process.
This highlights the importance of maintaining momentum through clear communication, structured interviews and timely decisions.
Signs it’s time to use a data recruitment agency
At some point, internal hiring starts to affect how your data team operates. These signs help you understand when bringing in specialist support can improve results and reduce pressure on your team. Below, we outline the clearest indicators.
1. Reporting is taking longer than it should
When key roles remain unfilled, reporting is often the first thing to be affected. Dashboards take longer to update, requests build up and teams wait longer for answers. Over time, this can lead to inconsistent reporting or multiple versions of the same data. When this starts to happen, it is usually a sign that hiring delays are impacting delivery.
2. You are not seeing candidates with the right level of ownership
Many candidates can demonstrate technical skills, but fewer have experience owning reporting or working closely with stakeholders. If your shortlist consistently includes candidates who have supported reporting rather than led it, it often means your current sourcing approach is not reaching the right people.
3. Stakeholders are losing confidence in reporting
When reporting slows down or lacks clarity, stakeholders notice quickly. They may begin relying on outdated dashboards or creating their own reports. This creates inconsistency and reduces trust in the data. It is often a sign that the data team needs additional support rather than being stretched further.
4. The role keeps changing during the hiring process
If the role is not clearly defined, hiring becomes slower and less consistent. Job descriptions may be updated, interview criteria may shift and feedback can be difficult to align. This often leads to delays and makes it harder to secure strong candidates.
5. Hiring is taking too much time away from your team
Recruitment takes time, particularly for data roles that require careful assessment. For senior team members, this often means balancing hiring with reporting, stakeholder management and delivery. When hiring starts to impact day-to-day work, it can slow progress across the entire team.
How we can help improve your hiring outcomes
When hiring challenges begin to impact delivery, working with a specialist data recruitment agency brings more structure and clarity to the process.
At Digital Waffle, we support employers with more than just candidate sourcing. We help define roles properly, assess candidates against real requirements and keep the hiring process moving so you can make confident decisions.
Below is how that typically improves outcomes.
Access to candidates you would not reach directly
Many experienced data professionals are not actively applying for roles. They tend to move when approached with opportunities that align with their experience and the way they like to work. Because we speak to data professionals every day across analytics, BI and data leadership roles, we can introduce candidates who are not visible through job boards or traditional sourcing methods.
Stronger shortlists based on real experience
We focus on how candidates have worked in practice, not just the tools they have used. That means understanding whether someone has owned reporting, worked closely with stakeholders or improved how data is used within a business. This helps ensure that the people you meet are capable of delivering in the role.
A more structured and efficient hiring process
A clear and well-managed process helps maintain momentum and keeps candidates engaged. We support the interview coordination, candidate communication and feedback alignment, making sure each stage moves forward without unnecessary delays.
Clearer alignment on salary and expectations
Salary expectations and role scope can vary significantly across data roles. Because we work in this market every day, we provide up-to-date insight into what candidates expect and how roles should be positioned. This helps avoid misalignment early in the process.
Support as your data team grows
Hiring data talent is rarely a one-off exercise. Most businesses are building their capability over time. We support this by helping you prioritise roles, understand capability gaps and build a team that supports your reporting, analytics and wider business goals.
Hiring data talent becomes more challenging when roles are unclear, candidate quality is inconsistent or hiring processes lack structure.
If reporting is slowing down, stakeholders are losing confidence or your team is spending too much time hiring, it may be time to change your approach.
Working with a specialist data recruitment agency helps you access stronger candidates, improve hiring efficiency and build a data team that supports better decision-making.
Looking for more detail on hiring data talent? Read our ultimate guide to data recruitment.
