Summary

• Roleo has raised €2.9 million in a round led by Practica Capital, with participation from Inventure and technology industry investors.
• Its AI career agent reviews more than 250,000 vacancies weekly, matching opportunities to individual experience, interests, and preferences.
• Candidates control their visibility and decide whether to engage with employers, while the company prepares to expand across European technology markets.

Estonian startup Roleo has raised €2.9 million to expand an AI-powered career matching service that monitors vacancies on behalf of employed professionals, offering an alternative to searching job boards and submitting conventional applications.

The investment was led by Baltic venture capital firm Practica Capital, with participation from Nordic investor Inventure and several technology industry investors. Roleo will use the funding to improve its matching technology and expand across European markets, initially concentrating on professionals working in the technology sector.

Founded by Janer Gorohhov, a co-founder of identity verification business Veriff, and Vahur Hansen, a former member of Wise’s early engineering team and co-founder of Membo, the company is developing what it calls a personal career agent. Its software examines an individual’s experience, professional interests, salary expectations, and preferred working arrangements before identifying positions that may offer a suitable next move.

Roleo monitors more than 250,000 vacancies each week, according to its website, but aims to present only a small number of relevant opportunities to each user. Professionals can explore those recommendations without making their interest publicly visible, while employers can invite selected candidates to interview when both parties wish to proceed.

Recruitment without constant applications

Digital recruitment has made vacancies easier to discover and applications easier to submit, although these changes have also increased the volume of information that candidates and employers must process. Professionals may encounter hundreds of advertised roles, while recruiters receive applications from people whose experience or expectations do not necessarily match the position available.

Many employed professionals also approach career development differently from active jobseekers. They may be satisfied with their current responsibilities but remain interested in opportunities offering different technical work, improved compensation, more flexibility, or stronger prospects for progression.

Maintaining awareness of those opportunities normally requires repeated searches, conversations with recruiters, or continued participation in professional networks. Roleo is attempting to automate the discovery process, allowing the software to monitor vacancies continuously and make contact when a position matches the preferences supplied by the user.

The company’s service begins with a professional profile, which users can connect through LinkedIn. They can then specify interests such as salary, location, working arrangements, and the type of organisation they would consider joining. The system compares those preferences with available opportunities and explains why particular positions may fit.

Users can adjust the frequency of recommendations delivered through email or WhatsApp and provide feedback on the opportunities presented. That information is intended to improve future matching, although the effectiveness of the process depends on the accuracy of vacancy descriptions and the professional information available to the system.

Roleo’s model also changes when an individual becomes visible to a potential employer. Rather than making a job search publicly apparent through a profile badge or application record, the service allows professionals to control whether they want to pursue an opportunity and share their interest.

Early activity across technology employment

Since the beginning of 2026, Roleo says its agent has connected users with approximately 30,000 career opportunities that they subsequently explored. The figure describes opportunities considered through the platform, rather than completed hires or employment offers, and the company has not disclosed a verified conversion rate for its recruitment process.

Its users include professionals employed by Google, Amazon, Stripe, and Spotify. These references describe individuals using the service and do not establish commercial partnerships between Roleo and those organisations.

For employers, the proposed advantage is access to qualified professionals who may not be actively responding to job advertisements. A company seeking a specialist engineer could potentially reach someone whose experience matches its requirements but who has not begun a conventional recruitment search.

Such introductions remain dependent on the candidate’s willingness to engage. Someone with suitable technical experience may have little interest in changing jobs unless the opportunity also meets expectations concerning compensation, responsibilities, location, or organisational culture.

Matching technology therefore needs to distinguish between qualifications and preferences. A candidate can satisfy the technical requirements of a vacancy while finding the working arrangements unacceptable, and an employer may place requirements on the role that are absent or unclear in the original advertisement.

Roleo will compete with established professional networks, recruitment agencies, job marketplaces, and newer AI-based hiring services. Its commercial differentiation rests on providing an automated service that operates on behalf of the candidate rather than simply helping employers process larger numbers of applications.

Privacy shapes the candidate relationship

A career agent needs information that professionals may regard as sensitive. Current employment, salary expectations, preferred employers, and interest in particular positions can reveal intentions that individuals would not want shared with colleagues or their existing employer.

Roleo says users remain in control of who can see their information and can keep their interest in new opportunities confidential. Its website also describes controls over visibility and communications, including the ability to decide when an employer invitation should progress.

Those arrangements will be important as the company extends into additional European markets. Recruitment services processing personal information must address data protection requirements, including transparency about how information is obtained, retained, and used.

The use of AI introduces further considerations where automated assessments influence access to employment. Under the EU AI Act, certain systems used in recruitment and employment selection are classified as high-risk. The requirements applicable to Roleo will depend on the intended functions of its technology and how employers use the information it provides.

A service recommending opportunities privately to an individual may perform a different function from software used by employers to evaluate, filter, or rank applicants. The distinction becomes more important if the product expands into assessment or other decisions affecting recruitment outcomes.

Recommendation quality can also be influenced by the information on which matching systems rely. Previous job titles, educational backgrounds, and professional networks may offer useful indicators of experience without fully describing a person’s capabilities or suitability for new responsibilities.

Building a broader career service

Roleo intends to expand beyond technology recruitment into longer-term career development, developing additional capabilities that help users understand their professional options. Its roadmap includes salary information, profile assessment, and career planning functions, although these remain future product developments rather than established outcomes.

International expansion will introduce differences in employment practices, compensation, qualifications, and expectations about remote work. A role that appears attractive in one country may involve conditions that are unsuitable elsewhere, requiring the matching system to reflect more than a comparison of skills and job descriptions.

The company will also need to expand the network of employers offering opportunities through its service. The value of continuous monitoring depends partly on access to relevant vacancies and the willingness of hiring organisations to engage with candidates identified through the platform.

The €2.9 million round provides funding for further development and European expansion. Roleo’s reported 30,000 explored opportunities establish an initial measure of user activity, while completed placements, recurring employer demand, and candidate retention will provide more substantial evidence of its commercial progress.