92946d3203
- Created a new tech and AI monitoring report template for weekly updates. - Added an employment and developer trends report template to analyze market conditions. - Updated CLAUDE.md to include new directories for sources and templates. - Introduced a detailed structure for capturing key signals, OKR alignment, and actionable insights.
234 lines
7 KiB
Markdown
234 lines
7 KiB
Markdown
# Veille Emploi & Devs - YYYY-MM-01
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## Synthèse exécutive
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Résumer en 8–12 lignes :
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- État du marché emploi dev (hiring ↑/↓, trend salaires)
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- Impact AI agents sur rôles devs (juniors vs seniors, skills shift)
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- Implication directe pour hiring strategy et team structure
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- 1–2 red flags ou opportunités
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- Tone = direct, fact-based, prêt pour Codir
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Exemple tonalité :
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*"Marché dev reprend (+15% postings), mais entry-level toujours comprimé (–45% vs 2023). AI-savvy devs gagnent +$25K premium. Turnover seniors en risk si pas upskill agent orchestration. Opportunité : reskill existing juniors (cheaper than hiring external). Red flag : bootcamp graduates hitting wall, pipeline fragile."*
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---
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## Top 5 des Signaux Forts
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| Sujet | Importance | Data clé | Implication hiring / org | Action recommandée |
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|---|---:|---|---|---|
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| | Fort / Moyen / Faible | | Hiring bar? Team struct? Comp? | |
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---
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## Impact par Rôle
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### Développeurs Juniors
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**Market trend :**
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**Salaire :**
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**Skills critiques :**
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**Sentiment / Attrition :**
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**Hiring outlook :**
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**Action recommandée :**
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---
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### Développeurs Mid-Level
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**Market trend :**
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**Salaire :**
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**Skills critiques :**
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**Sentiment / Attrition :**
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**Hiring outlook :**
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**Action recommandée :**
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---
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### Développeurs Seniors / Tech Leads
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**Market trend :**
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**Salaire :**
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**Skills critiques :**
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**Sentiment / Attrition :**
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**Hiring outlook :**
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**Action recommandée :**
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---
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### Chefs de Projets / Product Managers
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**Market trend :**
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**Impact :**
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**Skills demanded :**
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**Action recommandée :**
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---
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## Marché Emploi : Données Quantifiées
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### Job Postings & Hiring Trends
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| Métrique | Trend | Data source |
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|---|---|---|
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| Job postings dev (total) | | ZipRecruiter / Indeed |
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| Entry-level postings | | ZipRecruiter |
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| Senior/lead postings | | LinkedIn |
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| Hiring pace | | Blind, company reports |
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---
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### Salaires & Compensation
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| Profil | Salaire USD | Premium AI | Trend | Source |
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|---|---:|---:|---|---|
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| Entry-level (non-AI) | | | | Levels.fyi |
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| Entry-level (AI-aware) | | | | Levels.fyi |
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| Mid-level (architecture) | | | | Levels.fyi |
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| Senior (agent orchestration) | | | | Levels.fyi |
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---
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### Skills In-Demand & Trending
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| Skill | Trend (↑/↓/→) | Why (AI agent shift?) | Hiring demand |
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|---|---|---|---|
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| Python | | | Very high |
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| Systems design | | | |
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| Agent orchestration | | | |
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| Cloud architecture | | | |
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| Cybersecurity | | | |
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| TypeScript / React | | | |
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| DevOps / SRE | | | |
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---
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### Talent Sentiment & Attrition
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| Signal | Data | Implication |
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|---|---|---|
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| Junior morale (Blind, Reddit) | | Attrition risk? Upskill urgency? |
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| Senior burnout (agent oversight?) | | Orchestration complexity risk? |
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| Bootcamp grad employment | | Pipeline health? |
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| Avg tenure senior roles | | Retention risk? |
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---
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## Implications pour Stratégie Hiring
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### Entry-Level Hiring Strategy
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**Current state :**
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**Challenge :**
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**Recommendation :**
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*Exemple : "Entry hiring –45% vs 2023. AI agents do routine coding. Juniors must learn agent supervision day 1. Bootcamps not preparing for this. → Recommendation : Build internal bootcamp for junior upskilling on agents, not from market."*
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---
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### Senior Hiring Strategy
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**Current state :**
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**Demand :**
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**Recommendation :**
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---
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### Compensation Policy Update
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**Current salary bands :**
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**Market shift :**
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**Recommendation (raise ranges?) :**
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---
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## Implications pour Structure Équipes
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### Current Team Composition (est.)
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| Level | Headcount | % Team | Role |
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|---|---:|---:|---|
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| Junior | 60% | | Routine coding, pair with agents |
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| Mid | | | Feature delivery, agent supervision |
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| Senior | | | Architecture, tech strategy |
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---
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### Recommended Composition (Agent Era)
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| Level | Headcount | % Team | Role | Rationale |
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|---|---:|---:|---|---|
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| Junior | 20% | | Agent supervision, code review | Agents do routine; juniors + agents needed for oversight |
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| Mid | 50% | | Feature delivery, agent orchestration | Core delivery, multi-step agent management |
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| Senior | 30% | | Architecture, agent system design, hiring | Design agent workflows, mentor mids |
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---
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### Team Structure Evolution Needed
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- **Hiring :** Shift from juniors to seniors + mids
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- **Onboarding :** New junior path = agent tools first, not "write CRUD"
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- **Career ladder :** Senior ≠ coding expert; now architect + agent orchestrator
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- **Mentoring :** Seniors teach "how to supervise agents", not "write perfect code"
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---
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## Red Flags & Opportunities
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### Red Flags
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| Flag | Evidence | Risk | Mitigation |
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|---|---|---|---|
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| Junior pipeline evaporating | Entry-level –45% | Can't grow talent internally | Build reskilling track for existing juniors |
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| Salary compression | AI-aware +$25K → market inversion | Attrition senior? or entry tier obsolete? | Model compensation, decide positioning |
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| Agent orchestration skill gap | No one in market teaches this | Hiring externals fails | Invest in internal training on agents |
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---
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### Opportunities
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| Opportunity | Why now | Expected benefit | Effort |
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|---|---|---|---|
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| Reskill existing juniors on agents | Entry market broken, but internal talent exists | Cheaper hiring, culture retention, agent expertise | Moyen (4–8 weeks training) |
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| Acquire senior architect talent | High demand for agent design, talent available | Build moat vs competitors | Fort (recruiting + offer) |
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| Invest in internal academy (agents) | No market training exists yet | Become known for agent talent, attract top devs | Fort (6 months build) |
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---
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## Questions à Creuser
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1. **Hiring :** How do you build a junior pipeline when entry-level jobs vanish? Bootcamp? Internal ramp? Retraining?
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2. **Compensation :** Do you raise salary bands for AI-aware devs, or accept attrition? What's your talent moat?
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3. **Team math :** If agents +30–50% productivity, and juniors can't learn coding anymore, what's the optimal team ratio (juniors:mids:seniors)?
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4. **Retention :** Which seniors are at risk of leaving for "agent native" startups? How do you keep them?
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5. **Culture :** Does "your dev became a supervisor of agents" feel like demotion or promotion to your team?
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6. **International :** Is this trend US-only (Levels.fyi, Blind = US-centric) or happening globally?
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---
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## À Intégrer dans PKM
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| Note | Action | Priorité |
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| 20-areas/pro/management/hiring-strategy-2026 | Créer / enrichir hiring policy pour agent era | ⭐⭐⭐ |
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| 20-areas/pro/management/compensation-2026 | Mettre à jour salary bands si market shift est réel | ⭐⭐⭐ |
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| 20-areas/pro/management/junior-pipeline | Créer internal ramp vs bootcamp trade-off analysis | ⭐⭐⭐ |
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| 20-areas/pro/cto/team-structure-agent-era | Documenter ideal team ratio (junior/mid/senior) | ⭐⭐ |
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| 30-resources/management/reskilling-agents | Créer curriculum for internal agent training | ⭐⭐ |
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---
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## Sources Consultées
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| Source | Éditeur | Date | Type |
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|---|---|---:|---|
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| | | | Salary data / Job trends / Report / Article |
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---
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## Actions pour le Mois Prochain
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- [ ]
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- [ ]
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- [ ]
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