Every step creates a trace. You finish with an explained candidate selection and dossiers ready for review.
Norvia Analytics/Senior data scientistLiveAnimated illustration with fictional data: Mandate, CV batch, Matching, Dossier.
Mandate open
Criteria, priorities and non-negotiable points are made explicit before CV review begins.
Norvia Analytics/MandateAnimated illustration with fictional data: Client brief, Reading grid.
Screening in progress
The CV, criterion and supporting extract stay together while profiles are compared.
Step 1 of 6
Every transformation retains its source.
Criteria are made explicit before screening.
Sources remain connected to the original document.
Every assessment points back to a criterion.
Relevant extracts are quoted and located.
Open points become questions.
The recruiter reviews it before client delivery.
Try the interface
Explore the five tabs of your interview workspace. Each screen follows the BRAIN HR interface with a fictional candidate.
BRAIN HR+Project · Senior data scientist
Candidate identity, profile summary and recruitment context.
Data scientist with 6 years of experience in Python, SQL and deploying predictive models.
Key pointsPython and SQL used in production projects.
To explore: personal ownership of model deployment.
Develop predictive models and support their deployment to production.
Compare the dates in a CV, locate uncovered months and identify experiences that share the same period. Each point becomes a question to clarify with the candidate.
Explore Thomas’s timeline: 8 months without a listed experience and 4 months shared by two roles.
Jul 2024 — Feb 2025
Kora ends in June 2024. Lumen starts in March 2025. The months in between are not covered in the CV.
Could you clarify your professional timeline between July 2024 and February 2025?
An unlisted period does not establish inactivity.
Sept 2020 — Dec 2020
Kora starts in September 2020, while Datalab ends in December 2020. Both experiences cover these four months.
Were these roles held in parallel, or should one of the dates be corrected?
Concurrent work or imprecise dates can explain an overlap.
Dossier delivered
Selected profiles, evidence, reservations and the Company CV remain available before anything is sent to the client.
Senior data scientist · 6 years of experience
Develop predictive models and support their deployment to production.
Developed forecasting models in Python and SQL pipelines for a product team.
E1 · CV page 2Personal ownership of model deployment.
Deployment prepared with the platform team; model monitoring owned personally.
AI interview · 06:06Describe a requirement in a few minutes. No CV or candidate data is requested.
