Playbook

Hiring under compliance constraints.

FCA Senior Managers and Certification Regime, EU AI Act conformity for the hiring process itself, ISO 27001 and SOC 2 hiring controls, background screening to BS7858 and BPSS standards. Written for hiring managers at FCA-regulated firms, healthtech suppliers, and critical-national-infrastructure adjacent companies.
Picked Team20 January 202738 min read14 printed pagesCompliance
Contents · 12 sections
  1. 01Why compliance hiring is structurally different.~3 min
  2. 02The funnel, with audit-trail deltas.~3 min
  3. 03The audit trail.~5 min
  4. 04The role brief and the rubric for regulated roles.~4 min
  5. 05Sourcing compliance-cleared and SMCR-eligible candidates.~3 min
  6. 06Screening, assessment, and the consent flow.~4 min
  7. 07Background screening.~5 min
  8. 08EU AI Act conformity for the hiring process itself.~4 min
  9. 09Fitness and propriety attestation (SMCR).~4 min
  10. 10Reading the finalists; the offer letter with regulator-specific clauses.~4 min
  11. 11The first ninety days under compliance.~3 min
  12. 12TL;DR and a one-page checklist.~2 min
Section 01
~3 min

Why compliance hiring is structurally different.

Compliance hiring is the same funnel as any other hire with one structural addition: every step has to be auditable. The regulator can ask, six years later, for the evidence that this candidate met fitness and propriety, that the background screen ran, that the rubric did not produce disparate impact, that the human-review path was offered. If the evidence is not there in the audit trail, the answer is "we cannot demonstrate it".

Three things make compliance hiring harder than its volume suggests.

One, the artefacts are durable. Six years for FCA records under SYSC 9, ten years for SMCR senior-manager records under the FCA Handbook. The audit trail has to survive longer than the hire often does. Manual screening notes on a personal laptop do not meet this bar; a structured, queryable, exportable record does.

Two, the rubric itself is regulated. EU AI Act Article 6 classifies hiring-AI as high-risk; the conformity assessment under Article 43 covers the model card, the data governance, the human oversight, and the post-deployment monitoring. The hiring tool you use is itself in scope. If your tool cannot produce a conformity-assessment-ready artefact, your firm carries the residual risk.

Three, the wrong hire has named regulatory consequences. An FCA-regulated firm that certifies a senior manager who turns out not to be fit and proper is in breach of SMCR. The personal liability sits with the SMF holder who attested. This is not a P and L problem; it is a personal-attestation problem.

What this playbook does.

This playbook walks one open compliance-constrained role end to end. It assumes you work at an FCA-regulated firm, an EU credit institution under EBA supervision, a healthtech company subject to NHS DTAC clearance, or a critical-national-infrastructure adjacent supplier needing BPSS or SC. The playbook is operational; it is not legal advice. Confirm any specific compliance question with your compliance officer or your regulator before signing.

Sections 03 (the audit trail), 07 (background screening), and 08 (EU AI Act conformity) are the three most-quoted by compliance buyers.

If you only read one section, read section 03 (the audit trail). Everything else compounds on the trail being intact.
Section 02
~3 min

The funnel, with audit-trail deltas.

The Picked funnel runs the same way for a compliance-constrained hire as for an unconstrained one. What changes is the wrapper: every stage produces a record that goes into the audit file, every decision is timestamped and logged, every override has a captured reason.

  Stage                            Owner         Compliance delta
  -----------------------------------------------------------------
  01  Role brief and rubric        You           Regulator-required fields recorded
  02  Posting and syndication      Picked        Same as standard funnel
  03  Triage (intake)              Picked        Right-to-work plus self-declared regulatory-status
  04  AI screen (voice)            Picked        Consent for ADM logged; transcript retained
  05  Role-specific assessment     Picked        4/5ths fairness audit logged per role
  06  Behavioural interview        Picked        Structured anchors; transcript retained
  07  Background screen            Vendor + You  BS7858 or BPSS or SC depending on role
  08  Three finalists arrive       Picked → You  Audit-trail manifest accompanies finalist card
  09  Fitness and propriety attestation You      SMCR roles only; SMF attestation logged
  10  On-site half-day + offer     You           Offer letter cites regulatory schemes by name

The hire takes 5 to 15 days longer end to end than the unconstrained equivalent. Background screening is the main contributor (BPSS and SC in particular can run 6 to 12 weeks if the candidate is not pre-cleared). Picked's six funnel stages do not add days; the audit-trail wrapper runs in parallel.

6yr
minimum audit retention (FCA SYSC 9)
Every
decision logged, exportable
Article 43
EU AI Act conformity in place
~$32
Picked spend per compliance hire

The audit-trail manifest at stage 08 is the artefact a compliance officer will ask to see first. It lists every event, every timestamp, every actor (human or AI), every rubric weight applied, every override and its captured reason. Exportable as a single PDF for inclusion in the candidate audit file. Generated automatically; not manual.

Pin this diagram. The audit-trail manifest at stage 08 is the load-bearing artefact for the regulator.
Section 03
~5 min

The audit trail.

The audit trail is what stays after the hire is forgotten. Six years for general FCA records under SYSC 9.1, ten years for SMCR senior-manager records under the FCA Handbook (most material updated under PRA SS28/15 and FCA Handbook FIT and FIT/Annex). The audit trail has to be retrievable, structured, and unambiguous.

What goes in the trail.

  • The role brief at the time of posting. Versioned; every edit is captured with the editor identity and the timestamp.
  • The rubric weights at the time of posting and at the time of decision. If the rubric changed mid-funnel, both versions are retained with the rationale for the change.
  • Every candidate's consent to the funnel including the lawful basis (GDPR Article 6(1)(b) for the pre-contractual stages) and the explicit consent to automated decision-making with human-review path (GDPR Article 22).
  • Every screen, assessment, interview transcript, with the rubric-weighted scores and the spans that drove each score.
  • Every override (a hiring manager changing a rank or advancement decision) with the captured reason, the actor, and the timestamp.
  • The 4/5ths fairness audit output for the role: per protected group, per stage, per role-family. Includes the baseline-group comparison and the pass-fail determination.
  • The structured-reference reports (Sales playbook section 08; equivalent for senior compliance roles).
  • The background-screen output and the regulatory-attestation artefact (sections 07 and 09 of this playbook).
  • The offer letter and the candidate's acceptance, with the schemes cited by name.

How the trail is exported.

Picked exports the full audit trail for any role as a single PDF on demand, or as a structured JSON envelope for compliance systems that ingest hiring records. The PDF format is the default for inclusion in the candidate audit file. The JSON envelope is for automated ingestion into GRC systems (e.g. Vanta, Drata, Secureframe, Tugboat Logic).

Retention defaults: Picked retains the trail for six years after role-close (matching FCA SYSC 9.1 baseline). SMCR-tagged roles retain for ten years. The retention is configurable per-customer for jurisdictions with longer requirements; the default covers UK FCA and the EU credit-institution equivalents (where the EBA SREP guidelines apply).

What the trail does not include.

It does not include candidate data the candidate has revoked consent for. GDPR Article 17 (right to be forgotten) allows the candidate to withdraw consent; non-hire candidates can do so at any time. For hired candidates, the retention bridge means the trail persists as part of the employment record under the firm's own retention policy.

It does not include personally identifying data the firm did not collect. Picked does not infer protected characteristics from voice, video, or text; the only demographic data in the trail is what the candidate self-declared at the consent step (and even that is optional).

Test the audit-trail export before your first compliance hire. Run an end-to-end synthetic hire through the funnel, export the PDF, hand it to your compliance officer, and confirm the artefact meets the firm's retention and presentation standards. Catching gaps in the synthetic case is cheap; catching them in a regulator review is not.
Section 04
~4 min

The role brief and the rubric for regulated roles.

A regulated-role brief carries two layers of fields: the standard role-brief content (covered in the Engineering, Sales, or Product playbook) plus the regulatory-classification fields that determine the audit trail downstream.

Regulatory-classification fields.

  • SMCR classification (FCA-regulated firms only). One of: SMF (Senior Management Function), Certified Function, Conduct Rules staff, or unregulated. Determines the attestation flow at stage 09 of the funnel.
  • PRA designation if applicable (banks, building societies, larger insurers). PRA-Senior-Insurance-Manager-Functions follow a parallel attestation flow under the PRA Handbook.
  • Background-screen requirement. One of: standard BS7858 (financial services baseline), BPSS (UK gov-adjacent baseline), SC (Security Cleared, gov-sensitive roles), enhanced DBS (healthcare or child-facing roles). Determines stage 07.
  • NHS DTAC clearance requirement (healthtech only). For roles touching NHS-supplier-side systems.
  • EU AI Act high-risk classification. For roles building or operating high-risk AI systems; the firm's own conformity assessment applies and the candidate's competence assessment may need additional evidence.
  • Conflict-of-interest disclosure. Required for FCA-regulated and credit-institution roles; the candidate completes a structured disclosure at the offer stage.

Tuning the rubric for regulated roles.

Three competencies are weighted higher in regulated-role rubrics than in their unconstrained equivalents. Add or raise these in the role-brief rubric tuning:

  1. Risk awareness (15 to 25 percent weight). Does the candidate recognise risk in their own work? Do they escalate when they should rather than press on? Compliance-friendly hires fail safely; compliance-hostile hires do not.
  2. Evidence orientation (10 to 20 percent weight). Does the candidate produce evidence as a habit, not under pressure? Do they document decisions in a form a regulator could read? Audit-trail discipline starts on day one or it does not start.
  3. Escalation instinct (10 to 15 percent weight). When the candidate spots something off, do they raise it? Compliance failures often have a culture-of-silence root cause; the rubric should select against that.

These competencies are added on top of the role-family default rubric (from the Engineering, Sales, or Product playbook). The default rubric weights are scaled down proportionally to make room.

The single most common compliance-hire failure is selecting on technical strength without selecting on escalation instinct. A senior engineer who can ship but cannot raise a concern to their lead will not survive an FCA review. The rubric has to weight both.
Section 05
~3 min

Sourcing compliance-cleared and SMCR-eligible candidates.

Regulated-firm sourcing has a smaller pool by design. Candidates with SMCR experience, with active SC clearance, or with NHS DTAC familiarity are a finite set; the supply is tighter than for unregulated equivalents.

Channel mix for regulated roles.

  • Standard public boards (LinkedIn, Indeed) bring volume but require careful triage filters. Picked's intake stage records the candidate's self-declared regulatory-status (cleared / certified / SMCR-experienced) at the screen.
  • eFinancialCareers (financial services-specific; the strongest single source for SMCR-experienced candidates).
  • CityWire, IFA Magazine boards for asset and wealth management roles.
  • BPSS- and SC-cleared candidates: the gov-cleared community is heavily networked. Smaller boards: Civil Service Jobs (where appropriate), Cleared Connections, defence-and-security recruiter networks. Cleared-status candidates are over-represented in pre-existing relationships; warm referrals matter more than for unregulated roles.
  • NHS DTAC candidates: the Health Tech Newcomers community on LinkedIn, the NHS Digital alumni network, healthtech-specific boards (Hexitime for clinical-engineering roles).
  • Underground: compliance- and risk-management Slack and Discord communities; the GRC Slack (focused on governance, risk, compliance practitioners); CISO-network forums for security-cleared roles.

What only you know about.

Three sourcing moves the hiring manager can make for regulated roles.

  1. Post the role yourself on LinkedIn and tag two compliance practitioners in your network. SMCR-experienced candidates check the hiring manager's profile before applying; a thoughtful manager post outperforms a corporate post about 4 to 1 in regulated industries.
  2. Reach out to two compliance practitioners you know at peer firms. Ask not for a referral but for an introduction to one specific person. Compliance candidates rarely move via cold post; they move via warm introduction.
  3. For SC and DV roles, check whether your firm has any existing cleared-candidate referral pipeline through your security officer. Some firms have running arrangements with cleared-recruitment specialists; coordinate before posting publicly.
A referral applicant runs the same screen, assessment, interview, and background check as a public applicant. The audit trail captures the source channel; referrals do not bypass any stage.
Section 07
~5 min

Background screening.

Background screening kicks in at offer-accepted. The standard the firm screens to depends on the role classification and the regulator. Picked integrates with named screening providers; the integration logs the screen output into the audit trail at stage 07.

BS7858 (financial services baseline).

BS7858:2019 is the British Standard for security screening of personnel employed in environments where the security or safety of others is the responsibility of the employer. Most FCA-regulated firms screen to BS7858 for all hires regardless of SMCR classification. The screen covers: identity verification, right to work, 5-year employment history with gap explanation, 5-year address history, credit history (focusing on adverse data), criminal records check (basic DBS in UK; equivalent in EU), professional-regulator history, character references.

Typical timeline: 5 to 10 working days for a clean screen; 15 to 25 working days if any item triggers follow-up. Cost: 80 to 200 GBP per candidate depending on the provider.

Named providers Picked integrates with: HireRight, Sterling, Veremark, Onfido (for identity-and-right-to-work specifically), Experian Hunter, ClearMark. The firm picks the provider; Picked logs the screen output into the audit trail.

BPSS (UK government baseline).

Baseline Personnel Security Standard. Required for any role accessing UK-government-classified information at OFFICIAL or above. Covers identity, nationality and immigration status, employment history (3 years), criminal records (unspent convictions).

Timeline: 4 to 8 weeks. Cost: typically passed through at cost (around 100 to 200 GBP per candidate plus the firm's admin time). The candidate is the subject; the firm is the sponsor.

SC (Security Cleared, UK).

Required for sustained access to SECRET-classified information. SC is conducted by UKSV (UK Security Vetting). The candidate completes the eSecurity Questionnaire; UKSV runs the checks; the clearance is granted, refused, or referred.

Timeline: 6 to 12 weeks typically; up to 6 months for complex cases (extensive foreign-national family ties, foreign-residence history). The clearance is portable across UK-government contractors for up to 24 months between sponsoring employers, which is why SC-cleared candidates are over-represented in pre-existing networks.

For SC-required roles, the offer letter is conditional on clearance being granted. The candidate cannot start in the SC-required parts of the role until clearance is confirmed; they can typically start in non-SC parts of the role while clearance is in progress.

NHS DTAC (Digital Technology Assessment Criteria).

For healthtech firms supplying the NHS, DTAC is a clearance for the firm and its critical systems, not for individual hires. However, hires whose roles touch DTAC-cleared systems may need to acknowledge the firm's DTAC undertakings and complete the firm's information-governance training within 30 days of start.

NHS suppliers also typically run enhanced DBS checks for clinical-facing roles. The enhanced DBS adds barred-lists checks and a wider history window than the basic DBS used in BS7858.

Match the screen level to the role, not to the firm's policy default. Over-screening (e.g. requiring SC for a role that only needs BPSS) is wasteful and slows the funnel. Under-screening is a regulatory exposure. Get the classification right in the role brief at stage 01 and the screening provider at stage 07 follows automatically.
Section 08
~4 min

EU AI Act conformity for the hiring process itself.

The EU AI Act classifies hiring AI as high-risk under Annex III, section 4. As of February 2026, hiring tools that affect EU candidates must meet the conformity-assessment requirements under Articles 9 through 17. The Picked side of the funnel is built to spec; the customer side has its own obligations that this section covers.

What Picked provides as the AI provider.

  • Risk management system per Article 9, reviewed quarterly, evidenced on the trust hub.
  • Data governance per Article 10. Training data, validation data, fairness datasets, bias-source audit. Documented.
  • Technical documentation per Article 11 (system description, data governance, accuracy, robustness, cybersecurity).
  • Logging per Article 12. Every decision logged, every override logged, every model card versioned.
  • Transparency per Article 13. Candidate-facing notices at every stage.
  • Human oversight per Article 14. Every automated advancement decision has a human-review path.
  • Accuracy and robustness reporting per Article 15. Published on /trust/model-cards.
  • Post-market monitoring per Article 17.

What the firm is on the hook for as the deployer.

EU AI Act Article 26 sets out deployer obligations. The firm (i.e. the hiring company using Picked) has separate obligations from Picked. These include:

  • Using the system in line with the instructions for use. Picked publishes the instructions for use on /trust/responsible-ai; the firm acknowledges them at onboarding.
  • Assigning human oversight to a person who has the competence to perform it. For Picked, the human-oversight role is the hiring manager; the firm's policy should confirm this in writing.
  • Ensuring input data is relevant and representative for the intended purpose. The firm controls the role brief and the rubric; the firm is responsible for the relevance of both.
  • Monitoring for serious incidents and reporting them to the AI provider (Picked) and to the market surveillance authority if applicable.
  • Maintaining the system's logs for at least six months (longer if required by other regulations; FCA SYSC 9.1 sets six years for general records).

The fundamental rights impact assessment (FRIA).

Public bodies and certain private-sector deployers of high-risk AI must conduct a fundamental rights impact assessment under Article 27. For most FCA-regulated firms and EU credit institutions, FRIA applies. The assessment covers: the deployer's purpose, the period of use, the categories of natural persons likely to be affected, the specific risks of harm, the measures to mitigate those risks.

Picked provides an FRIA template aligned with the EU AI Act guidance. The firm completes the template, reviews it annually, and lodges it as part of the AI system's deployer documentation. The template is on /trust/compliance.

Have the firm's data protection officer or AI-governance lead sign off the FRIA before the first compliance hire. The FRIA is the artefact the market surveillance authority asks for; the cost of completing it upfront is small compared to the cost of completing it retrospectively under inquiry.
Section 09
~4 min

Fitness and propriety attestation (SMCR).

For FCA-regulated firms hiring into SMF (Senior Management Function) or certified-function roles, fitness and propriety is the gate before the offer is signed. The hiring SMF (or where the role is itself an SMF, an existing SMF in the firm) attests that the candidate is fit and proper under the FCA Handbook FIT and FIT/Annex.

What fit and proper means.

The FCA Handbook FIT defines three pillars:

  1. Honesty, integrity, and reputation. Criminal records, regulatory censure, civil judgments, professional-conduct complaints. No undisclosed adverse history.
  2. Competence and capability. Relevant qualifications, training, and experience for the function. The competence-and-capability evidence is what the Picked rubric, the structured interview, and the case study produce; the audit trail is the evidence.
  3. Financial soundness. No undischarged bankruptcies, no county-court judgments, no patterns of financial mismanagement. This pillar applies most directly to roles managing client money or with senior governance authority.

The attestation process.

The hiring SMF reviews the candidate's full audit trail: Picked screen, assessment, interview, structured references, background screen, fitness-questionnaire self-declarations. The SMF signs a written attestation that the candidate is fit and proper for the function, citing the evidence reviewed. The attestation is logged in the audit trail at stage 09 and forms part of the SMF's personal compliance file.

The attestation does not have to be conclusive on all three pillars; it has to be a documented judgement based on the available evidence. If a pillar is unclear, the firm typically asks for additional evidence (specialist references, financial soundness check, regulatory clearance from prior regulator) before signing the attestation.

Conduct Rules acknowledgement.

On accepting the offer, the candidate acknowledges the SMCR Conduct Rules in writing. The five Tier 1 (individual) Conduct Rules apply to all certified-function and SMF staff: act with integrity, act with due care skill and diligence, be open and cooperative with regulators, pay due regard to client interests, observe proper standards of market conduct.

The acknowledgement is logged in the audit trail and surfaced in the firm's annual SMCR certification cycle. Picked stores the acknowledgement; the firm exports it to the FCA at certification and at investigation.

Annual certification.

Certified-function holders must be re-certified annually as fit and proper. The annual certification draws on: ongoing performance evidence, conduct-rule breaches if any, regulator references at exit and re-entry, the firm's internal monitoring. Picked retains the original audit trail and supports re-certification by re-running the structured-reference flow if the firm requests it; we do not run the re-certification itself.

A failed fitness-and-propriety attestation is recoverable; an unsupported attestation is not. The audit trail is what makes the attestation defensible. Do not sign the attestation without the audit-trail manifest in front of you.
Section 10
~4 min

Reading the finalists; the offer letter with regulator-specific clauses.

The finalist card for a compliance-constrained role has the same blocks as the role-family default plus the audit-trail manifest. The manifest is the load-bearing artefact for the compliance officer reviewing the hire.

The audit-trail manifest at the finalist stage.

A one-page summary of every funnel event for the candidate: timestamps, scores, override actions, fairness-audit determination, consent records, language used. Exportable as PDF for the candidate's audit file. Available before the offer is signed; not as an afterthought.

How to read the finalists when compliance is constrained.

Read the headline of all three first. Then the audit-trail manifest of the rank-1 candidate. Then the rubric breakdown. Then the case-study or interview transcripts for any competency that is borderline. The order matters; the audit trail surfaces issues earlier than the score breakdown.

About 18 percent of compliance-role finalists in our beta have been overridden by the hiring manager (similar to the engineering rate; lower than sales). Most overrides are based on: an audit-trail flag the rubric did not weight (e.g. an inconsistent right-to-work disclosure resolved during the funnel), a regulator-specific evidence gap, or a structured-reference signal that surfaced post-rubric.

The offer letter.

Compliance-role offer letters have five fields beyond the standard offer:

  1. The regulatory classification (SMF / Certified Function / Conduct Rules staff / unregulated) named explicitly. The candidate signs acknowledging the classification.
  2. The Conduct Rules attached as an addendum. For SMF and Certified Function roles, the FCA Tier 2 Conduct Rules (additional Senior Manager rules) are also attached.
  3. The background-screen condition. "This offer is conditional on satisfactory completion of [BS7858 / BPSS / SC] screening." The condition is explicit; the candidate knows the offer is not final until clearance.
  4. The information-security and confidentiality clauses, calibrated to the framework (e.g. ISO 27001 Annex A.7.1.2 personnel screening, SOC 2 CC1.4 background-check controls).
  5. The data-protection and AI-system clauses, including the candidate's acknowledgement that the hiring process used Picked and that the firm has met its deployer obligations under EU AI Act Article 26.

The offer letter is pre-reviewed by an employment lawyer who is also familiar with the firm's regulatory framework. The first compliance-role offer in any firm is the one to review carefully; subsequent offers in the same role family can use the templated version.

Do not bundle the Conduct Rules acknowledgement and the offer acceptance into a single signature. The two are separate legal acts and a regulator may treat them differently. Two signatures, one document, with the Conduct Rules acknowledgement clearly identified as a distinct undertaking.
Section 11
~3 min

The first ninety days under compliance.

Compliance-role onboarding has mandatory artefacts that ordinary onboarding does not. The first 90 days are the period in which the firm's SMF holders carry direct liability for ensuring the new hire is operating to standard; under-investment here is personal regulatory risk.

Day-one artefacts (before any work is done).

  • Conduct Rules training completion certificate. The hire completes the firm's Conduct Rules module within 30 days; certified-function and SMF roles within 14 days.
  • Information-security and confidentiality acknowledgements. Counter-signed and lodged in the personnel file.
  • Conflict-of-interest disclosure, completed and reviewed by compliance.
  • For SMF roles: a formal handover note from the outgoing SMF (or the firm if the role is new), including open regulatory matters, ongoing investigations, and known weaknesses in the area.
  • For SC and BPSS roles: confirmation that the clearance is active and the candidate has acknowledged the security undertakings.

The 30-60-90 review under compliance.

Standard 30-60-90 cadence with two additions for compliance roles.

At day 30: confirm Conduct Rules training is complete; confirm the information-security training is complete; confirm any role-specific qualifications are scheduled (e.g. CFA Level 1 for some investment roles, ICA International Diploma for compliance roles, NHS information-governance for healthtech). Log the confirmation in the audit trail.

At day 60: structured one-on-one focused on the three compliance-specific rubric competencies from section 04 (risk awareness, evidence orientation, escalation instinct). The conversation is captured in the personnel file. Concrete behaviours are recorded; vague descriptions do not survive a regulator review.

At day 90: the formal performance review. For certified-function roles, the 90-day review is the first input to the annual certification cycle. The review uses the rubric the candidate was hired against; the deltas between hiring score and 90-day score are recorded and explained.

Conduct-rule breaches in the first 90 days.

If a Conduct Rules breach is suspected (whether by the new hire or by anyone reporting to them), the firm's internal-breach-reporting process kicks in. The hiring manager, the SMF, and the compliance function are notified. The investigation is documented; the outcome is logged in the personnel file. For serious breaches, the FCA must be notified within 7 working days under SMCR.

Conduct-rule breaches in the probationary period are not automatically grounds for dismissal; they are grounds for investigation, mandatory training, written feedback, and where appropriate withdrawal of certification. The audit trail covers the firm; the firm's response covers the hire.

Block the 30, 60, 90-day reviews on the calendar the day the offer is signed. For SMCR roles, block the annual re-certification date as well. The firm's SMF holders are personally on the hook for the cycle; do not let it slip.
Section 12
~2 min

TL;DR and a one-page checklist.

The whole playbook in one page. Print this section; pin it; come back to it every time you open a compliance-constrained role.

TL;DR.

  • Compliance hiring is the same funnel plus an audit trail. Six years FCA SYSC 9 retention; ten years for SMCR senior-manager records.
  • Classify the role at the brief: SMF, Certified Function, Conduct Rules staff, or unregulated. Pick the screen level: BS7858, BPSS, SC, enhanced DBS. Pick the AI Act classification.
  • Add three competencies to the rubric: risk awareness, evidence orientation, escalation instinct.
  • Sourcing pools are smaller. eFinancialCareers for SMCR-experienced; cleared-recruitment networks for SC; warm introductions matter more than for unregulated roles.
  • Consent at intake includes acknowledgement of the regulated framework, the background screen authorisation, and the 6-to-10-year retention.
  • Background screening kicks in at offer-accepted. Match the level to the role; over-screening is wasteful, under-screening is exposure.
  • EU AI Act applies. Picked covers the provider obligations (Articles 9 through 17); the firm covers the deployer obligations (Article 26) plus the fundamental rights impact assessment (Article 27).
  • For SMF and Certified Function roles, the hiring SMF signs a fitness-and-propriety attestation citing the audit trail. Do not sign without the manifest in front of you.
  • The audit-trail manifest is the load-bearing artefact for the compliance officer. Test the export before the first hire.
  • Compliance offer letters add five fields: regulatory classification, Conduct Rules addendum, background-screen condition, information-security clauses, EU AI Act acknowledgement.
  • 30-60-90 cadence with day-one mandatory training plus role-specific qualifications scheduled. Annual re-certification for certified-function roles.

The checklist.

  • Classify the role at the brief.
    SMCR classification, screen level, AI Act high-risk applicability. Get this right before posting.
  • Tune the rubric with compliance competencies.
    Risk awareness, evidence orientation, escalation instinct.
  • Lodge the data-protection agreement and the FRIA with Picked.
    One-time setup. Templates on /trust.
  • Post the role and let Picked run.
    8 minutes. Compliance-specific intake consent is on by default.
  • Source through SMCR-experienced and cleared-candidate networks alongside public boards.
    Warm introductions are the highest-yield channel.
  • Read the three finalist cards starting with the audit-trail manifest.
    20 to 25 minutes. The manifest surfaces issues earlier than the score breakdown.
  • Initiate the background screen at offer-accepted.
    Match the level to the role. The offer is conditional until the screen clears.
  • For SMCR roles, complete the fitness-and-propriety attestation.
    The hiring SMF reviews the audit trail and signs. The signed attestation is logged.
  • Issue the offer letter with five compliance-specific fields.
    Pre-reviewed by an employment lawyer familiar with the firm's regulator. Two signatures: offer and Conduct Rules.
  • Set up day one before day one.
    Conduct Rules training, information-security acknowledgement, conflict-of-interest disclosure, SMF handover note (if applicable).
  • Block 30, 60, 90-day reviews on the calendar.
    For certified-function roles, also block the annual re-certification date.
  • Test the audit-trail export on a synthetic hire before the first real one.
    Catch gaps in the artefact before the regulator does.
A typical compliance hire is about 45 days from post to start (10 days for the Picked funnel, 15 to 25 days for the background screen, the rest for offer-and-attestation). About 7 hours of your time across that window. The audit trail runs without you.
About the author
Picked Team
Engineering and research

The people building Picked. Method posts, model cards, fairness audits, product opinions. Edited and signed off by the engineering and research leads.

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Hiring under compliance constraints. · Picked.ai