|
| 1 | +--- |
| 2 | +sidebar_position: 4 |
| 3 | +description: Understand how Career Mode's matching algorithm connects you with high-quality job opportunities based on your skills, interests, and preferences. |
| 4 | +--- |
| 5 | + |
| 6 | +# How Job Matching Works |
| 7 | + |
| 8 | +Career Mode uses a sophisticated matching system to connect you with opportunities that truly align with your skills, interests, and career goals. Here's how it works. |
| 9 | + |
| 10 | +[See how it works in the app →](https://app.daily.dev/jobs/how-it-works) |
| 11 | + |
| 12 | +## The Matching Process |
| 13 | + |
| 14 | +### 1. Employers Submit Opportunities |
| 15 | + |
| 16 | +Companies post job openings on daily.dev with detailed requirements: |
| 17 | + |
| 18 | +- Role title and seniority level |
| 19 | +- Required and preferred technical skills |
| 20 | +- Team structure and company culture |
| 21 | +- Compensation range |
| 22 | +- Location and remote work policies |
| 23 | +- Tech stack and tools used |
| 24 | + |
| 25 | +**Important**: These jobs are **not publicly displayed** on daily.dev. They're only visible to matched developers. |
| 26 | + |
| 27 | +### 2. We Analyze Your Profile |
| 28 | + |
| 29 | +Our system evaluates multiple signals to understand your skills, interests, and preferences: |
| 30 | + |
| 31 | +**From your daily.dev activity**: |
| 32 | +- Articles you read and engage with |
| 33 | +- Tags you follow |
| 34 | +- Squads you participate in |
| 35 | +- Content you bookmark or share |
| 36 | +- Your reading consistency and patterns |
| 37 | + |
| 38 | +**From your Career Mode profile**: |
| 39 | +- Work experience and career trajectory |
| 40 | +- Education and certifications |
| 41 | +- Technical skills and expertise |
| 42 | +- Open source contributions |
| 43 | +- Side projects and publications |
| 44 | + |
| 45 | +**From your job preferences**: |
| 46 | +- Desired role type and scope |
| 47 | +- Salary expectations |
| 48 | +- Location preferences |
| 49 | +- Preferred tech stack |
| 50 | +- Employment type preferences |
| 51 | + |
| 52 | +### 3. Intelligent Matching Algorithm |
| 53 | + |
| 54 | +We match opportunities to developers based on: |
| 55 | + |
| 56 | +**Technical fit**: |
| 57 | +- Skills match between your background and job requirements |
| 58 | +- Experience level alignment (junior, mid, senior, staff, etc.) |
| 59 | +- Tech stack overlap with your preferences |
| 60 | + |
| 61 | +**Interest alignment**: |
| 62 | +- Content engagement patterns indicating genuine interest |
| 63 | +- Preference for certain technologies or domains |
| 64 | +- Career direction based on recent activity |
| 65 | + |
| 66 | +**Practical considerations**: |
| 67 | +- Salary alignment with expectations |
| 68 | +- Location compatibility |
| 69 | +- Employment type match |
| 70 | +- Availability status (actively looking vs. open if right) |
| 71 | + |
| 72 | +### 4. Quality Over Quantity |
| 73 | + |
| 74 | +Unlike traditional job boards, we prioritize match quality over volume: |
| 75 | + |
| 76 | +- **Selective matching**: We only show opportunities that meet a high confidence threshold |
| 77 | +- **No spray-and-pray**: You won't see dozens of loosely-relevant jobs |
| 78 | +- **Curated experiences**: Each match is intentionally selected for you |
| 79 | + |
| 80 | +:::tip |
| 81 | +You won't receive tons of job matches. Career Mode is designed for quality, not quantity. A few highly relevant opportunities are more valuable than dozens of mediocre ones. |
| 82 | +::: |
| 83 | + |
| 84 | +## Daily.dev as Trusted Broker |
| 85 | + |
| 86 | +A key differentiator: **employers don't choose candidates**. We do. |
| 87 | + |
| 88 | +### How Traditional Hiring Works |
| 89 | + |
| 90 | +On most platforms: |
| 91 | +1. Employers search for candidates |
| 92 | +2. They filter and select who to reach out to |
| 93 | +3. Mass outreach to many candidates |
| 94 | +4. High volume, low personalization |
| 95 | + |
| 96 | +### How Career Mode Works |
| 97 | + |
| 98 | +With our approach: |
| 99 | +1. We analyze both sides: opportunities and developers |
| 100 | +2. We match based on sophisticated signals, not just keywords |
| 101 | +3. We present opportunities to developers |
| 102 | +4. Both parties must opt in before connecting |
| 103 | + |
| 104 | +**Why this matters**: You're not competing in a visible marketplace. Employers can't browse profiles and cherry-pick candidates. We act as the trusted broker, ensuring every match is intentional and high-quality. |
| 105 | + |
| 106 | +## The Double Opt-In System |
| 107 | + |
| 108 | +Career Mode requires mutual interest before any introduction happens: |
| 109 | + |
| 110 | +**Step 1 - Developer approval**: |
| 111 | +- You receive a match notification |
| 112 | +- You privately review the opportunity |
| 113 | +- You decide: interested or not interested |
| 114 | + |
| 115 | +**Step 2 - Employer approval**: |
| 116 | +- If you're interested, we share your profile with the employer |
| 117 | +- The hiring manager reviews your background |
| 118 | +- They decide: proceed with introduction or pass |
| 119 | + |
| 120 | +**Step 3 - Warm introduction**: |
| 121 | +- Only if both parties say yes, we facilitate an email introduction |
| 122 | +- The conversation moves forward from there |
| 123 | +- No ghosting, no wasted time |
| 124 | + |
| 125 | +This double opt-in ensures: |
| 126 | +- Both parties are genuinely interested |
| 127 | +- Time is respected on both sides |
| 128 | +- Higher conversion from introduction to meaningful conversation |
| 129 | + |
| 130 | +## Signals That Improve Matching |
| 131 | + |
| 132 | +Want to receive better matches? These actions strengthen our understanding of your interests: |
| 133 | + |
| 134 | +### High-Impact Signals |
| 135 | + |
| 136 | +1. **Complete your profile**: Work experience, education, and skills give us concrete data |
| 137 | +2. **Upload your CV**: Rich historical context about your background |
| 138 | +3. **Set clear preferences**: Specific job preferences reduce ambiguity |
| 139 | +4. **Configure tech stack**: Explicit technology preferences override assumptions |
| 140 | +5. **Update availability**: Indicates urgency and readiness |
| 141 | + |
| 142 | +### Ongoing Signals |
| 143 | + |
| 144 | +1. **Read consistently**: Regular engagement helps us understand evolving interests |
| 145 | +2. **Engage authentically**: Upvote, comment, and bookmark content you genuinely care about |
| 146 | +3. **Join relevant Squads**: Squad participation shows interest areas |
| 147 | +4. **Update your profile**: As you grow, reflect changes in your profile |
| 148 | + |
| 149 | +:::info |
| 150 | +The matching algorithm continuously learns and improves. The more you engage authentically with daily.dev, the better our matches become. |
| 151 | +::: |
| 152 | + |
| 153 | +## What Makes a "Good Match"? |
| 154 | + |
| 155 | +A high-quality match typically has: |
| 156 | + |
| 157 | +- **85%+ technical skills overlap**: Most required skills align with your background |
| 158 | +- **Interest validation**: Your reading and engagement patterns support this interest |
| 159 | +- **Preference alignment**: Matches your role type, location, and salary expectations |
| 160 | +- **Career progression fit**: Represents growth from your current or most recent position |
| 161 | +- **Culture and values fit**: Company values align with your demonstrated interests |
| 162 | + |
| 163 | +## When You Don't Receive Matches |
| 164 | + |
| 165 | +Not receiving many matches? This could mean: |
| 166 | + |
| 167 | +**Limited opportunities in your niche**: |
| 168 | +- Highly specialized tech stacks have fewer openings |
| 169 | +- Very specific location requirements narrow the pool |
| 170 | + |
| 171 | +**Preference constraints**: |
| 172 | +- Salary expectations might be above market for your experience level |
| 173 | +- Location limitations restrict available roles |
| 174 | +- Tech stack preferences might be too narrow |
| 175 | + |
| 176 | +**Profile incompleteness**: |
| 177 | +- Missing work experience or skills data |
| 178 | +- Unclear job preferences |
| 179 | +- No CV uploaded |
| 180 | + |
| 181 | +**What to do**: |
| 182 | +1. Review and broaden your job preferences slightly |
| 183 | +2. Ensure your profile is complete and up-to-date |
| 184 | +3. Upload your CV if you haven't already |
| 185 | +4. Verify your tech stack reflects your actual interests |
| 186 | +5. Consider expanding location preferences or remote work options |
| 187 | + |
| 188 | +:::tip |
| 189 | +If you're open to opportunities but not receiving matches, try incrementally broadening your preferences. Small adjustments can significantly expand the opportunity pool. |
| 190 | +::: |
| 191 | + |
| 192 | +## Match Timing |
| 193 | + |
| 194 | +**How often you'll receive matches**: Varies significantly based on: |
| 195 | +- Your specialization and skill level |
| 196 | +- Market demand in your tech stack |
| 197 | +- Number of employers actively hiring on daily.dev |
| 198 | +- How selective your preferences are |
| 199 | + |
| 200 | +**Typical patterns**: |
| 201 | +- Common stacks (JavaScript, Python, cloud): More frequent opportunities |
| 202 | +- Specialized stacks (Elixir, embedded, niche domains): Less frequent but highly relevant |
| 203 | +- Senior+ roles: Less frequent but higher quality |
| 204 | +- Actively looking: Prioritized for timely opportunities |
| 205 | + |
| 206 | +## Continuous Improvement |
| 207 | + |
| 208 | +Our matching algorithm continuously evolves: |
| 209 | + |
| 210 | +- We learn from match outcomes (acceptances, interviews, hires) |
| 211 | +- We refine understanding of what makes a successful match |
| 212 | +- We incorporate new signals as Career Mode grows |
| 213 | +- We listen to feedback to improve accuracy |
| 214 | + |
| 215 | +The more developers use Career Mode, the smarter it becomes. |
| 216 | + |
| 217 | +## Next Steps |
| 218 | + |
| 219 | +- [Learn how to review opportunities](reviewing-opportunities.md) when you receive a match |
| 220 | +- [Optimize your profile](profile-setup.md) to improve match quality |
| 221 | +- [Configure job preferences](job-preferences.md) to refine matching criteria |
| 222 | +- [Understand privacy and trust](privacy-and-trust.md) in the matching process |
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