How It Works
Whether you're a company seeking specialized talent or a professional looking for meaningful opportunities, our streamlined process makes it easy.
Find the Perfect Talent
From brief to engagement in days, not weeks. Our AI-powered platform streamlines your talent search.
Submit Brief
Share your requirements, timeline, and expectations. Our structured brief helps us understand exactly what expertise you need.
AI-Powered Matching
Our AI analyzes your brief against our talent pool to identify the best-fit candidates based on skills, experience, and availability.
Curated Shortlist
Receive 2 to 4 carefully selected profiles with detailed assessments. No more sifting through hundreds of applications.
Interviews & Selection
Meet your shortlisted candidates. We coordinate schedules and provide interview support to ensure efficient decision-making.
Engagement & Support
Start working with your chosen talent. We handle contracts and provide ongoing support throughout the engagement.
Shape Your Career
Join our network and get matched with opportunities that align with your expertise and goals.
Create Profile
Sign up and build your professional profile. Upload your CV and highlight your expertise, experience, and preferences.
Profile Review
You set your preferences and engagement terms - availability, rate, and work model - and we may reach out to discuss your career goals.
AI Matching
Our AI continuously matches your profile with relevant opportunities based on your skills and preferences.
Choose Engagements
Review matched opportunities and decide which ones interest you. You're always in control of your career choices.
Grow & Succeed
Build your reputation through successful engagements. Get feedback, expand your network, and access new opportunities.
How Our Matching Works
Our AI finds and explains the best matches - from structured profiles through semantic search to a reasoned longlist. People curate the shortlist and make every decision.
Structured, Not Parsed
AI turns every CV and every client brief into the same structured format - career history, projects, education, tasks, requirements, and terms. Like is compared with like, not free-text PDFs with keyword lists.
Semantic Search
Every career section becomes a meaning vector in an EU-hosted search index. Matching by meaning, not wording - and because the full career history counts instead of the job title, deep specialists and broad generalists both surface.
Two-Stage Scoring
A semantic pre-selection finds the top candidates, then AI evaluates each pairing in detail: 80% skill fit, 20% engagement terms, with recent experience weighted higher. No black-box score - every match ships with reasoning, highlights, and open questions.
Fair by Design
The semantic matching layer contains no names, photos, or contact details - only professional content. Every AI step is fully audited, governance follows the EU AI Act, and all data stays in the EU. No automated rejection, ever.
AI Screening
Before any introduction, an AI screening follows up on open points from the evaluation and clarifies the administrative side - availability, rate, work model, and start date. Only when everything fits is the profile presented to the client.
Humans Decide
Only strong matches reach the longlist. The shortlist and every decision after it - interviews, contracts, hiring - is made by clients, experts, and our team. AI proposes, humans decide.
Why LifescienceTalent
Private by default - for companies and talent alike
Private by Design
No public job board, no public profiles. Briefs and CVs are only shared where there is a real match.
Curated Network
Every talent is vetted. Quality over quantity ensures better matches.
Ongoing Support
We don't disappear after the match. Continuous support for lasting success.
Privacy for Companies
- Your briefs are never publicly posted - only matched experts ever see them.
- No profile hunting: AI delivers a curated, pre-screened shortlist instead of a database to search.
- Every profile you see has already confirmed interest and answered the detail questions.
Privacy for Talent
- Your profile stays private - it is never publicly listed and cannot be scraped.
- You are introduced to an employer only after you decide the match fits - after the AI proposal and the screening. From there it is human to human.
- No endless job hunting, no mass applications - opportunities that fit come to you.
Frequently asked questions
Everything you need to know about how our matching process works.
How does the AI matching work?
Every CV and every client brief is first turned into the same structured format. Each career section becomes a meaning vector in an EU-hosted semantic search index, so profiles are matched by what people actually did, not by keywords. The best candidates are then evaluated in detail on skill fit and engagement terms, and every match comes with written reasoning.
Does the AI decide who gets hired?
No. The AI proposes and explains matches, but every decision is made by people. The shortlist, interviews, and the final selection are always in the hands of the client, the expert, and our team. No candidate is ever rejected automatically.
What is the difference between longlist and shortlist?
The longlist is the AI-generated set of strong candidates for a brief, each with reasoning, highlights, and open questions. An AI screening then clarifies the open points and the administrative terms - availability, rate, work model - directly with the expert. Only when everything fits does a profile move on: the shortlist is the human-curated selection of 2 to 4 profiles presented to the client.
Is the matching biased?
The matching is designed to be fair: the semantic search layer contains no names, photos, or contact details, only professional content. Every AI step is fully audited, the system follows EU AI Act-aligned governance, and all data is hosted in the EU. Humans review every recommendation before any decision is made.
Are job briefs publicly visible?
No. Client briefs are never posted on a public job board. A brief is only shown to the experts the matching identifies as a strong fit, so your search stays confidential.
Is my profile visible to everyone?
No. Your profile is never publicly listed and cannot be scraped. A client only sees your profile after the AI has proposed a match, the screening is done, and you have decided that the opportunity fits you. From that introduction on, the process is human to human.
Does the matching work for generalist profiles?
Yes. Because the matching reads the full career history instead of job titles, it surfaces deep specialists and broad generalists alike. Experience across different roles, industries, and projects counts toward the match, not just the most recent title.
Ready to Get Started?
Join the companies and talents who trust LifescienceTalent for their success.