Pipeline run
637abe3f-4a14-40de-b52f-cf2281e01201
Pipeline LLM cost (USD)
API 1: $0.0103
API 2: $0.0000
API 3: $0.0000
Total: $0.0103
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
role baseline loaded
sources · ai_index: jd · nature_of_work: jd · tech_stack_maturity: jd
Nature of work
· Full-stack debugging and tuning
Build backend-heavy full-stack automation and optimization work: streamline subscription, payments, and wallet processes; reduce manual ops work; and clean up technical debt, performance, and queries before joining core product sprints on the AI engine.
""Reducing operating costs through code efficiency and query optimization; improving application performance and SLAs; owning technical debt cleanup tasks""
Tech stack maturity
Modern Cloud Native
The skill set centers on AWS, CI/CD, DevOps, GitHub, Node.js, React.js, PostgreSQL, and testing practices, which strongly aligns with a modern cloud-native fullstack environment.
AI index (0 = no AI use, 5 = totally AI-dependent · v2.1)
0.50 / 5
· Title match
✓ Has AI skill
· AI skill (primary)
✓ AI skill (secondary)
· On AI team
· Builds AI products
vocab breakdown (legacy)
Assistants (×1):
Copilot, GitHub Copilot
Frameworks (×2):
—
Models / concepts (×3):
agentic AI, agentic, AI
Evidence — skills matched in JD (20)
Node.js
React.js
PostgreSQL
AWS
GitHub
CI/CD
DevOps
Agile
Scrum
Slack
Unit Testing
Integration Testing
Test-Driven Development
Notion
Google Workspace
Visual Studio
GitHub Copilot
Jira
Big Data
Workflow Automation
Skill cluster (6 dimension groups, role-scoped)
CI/CD Pipeline Platforms
DevOps
Cloud Platforms
AWS
Relational Data Modeling
PostgreSQL
Testing and Quality Assurance
Integration Testing
Web Application Frameworks
Node.js
Cross-cutting / unaligned
React.js
GitHub
CI/CD
Agile
Scrum
Slack
Unit Testing
Test-Driven Development
Notion
Google Workspace
Visual Studio
GitHub Copilot
Jira
Big Data
Workflow Automation
Show KRA description ↓
We're looking for a remote Full Stack Engineer to help us mature our development practices and scale efficiently. We've outgrown our "move fast, break things" approach and need to address technical debt accumulated while building our foundational product—the problem is we never got to the "fix it afterwards" part.
In this role, you'll tackle critical behind-the-scenes work that keeps our engine running smoother while freeing up team capacity for revenue-generating activities. You'll start with independent sandboxed projects on system optimization and automation, then gradually integrate into our development team building the next-generation agentic AI decision engine.
This addresses a fundamental scaling challenge: our customers are no longer neighbors we can call to explain workarounds—they expect a polished, self-service experience. With 5 years of campaign data and 2M+ influencer data points, you'll work on the foundation enabling our platform's AI evolution while automating time-consuming manual processes.
velocity (accuracy toward estimates and work output), quality of deliverables, and demonstration of maturity, judgment, and initiative.
• Operations Team Automation: Automating subscription workflows and payments; building digital wallet adjustment systems; creating tier upgrade processes; eliminating manual lookups and follow-ups for operations team; working independently on sandboxed automation projects
• System Optimization: Reducing operating costs through code efficiency and query optimization; improving application performance and SLAs; owning technical debt cleanup tasks; modernizing legacy systems; freeing up team capacity through backend improvements
• Digital Wallet Enhancements: Building financial tools for creator independence; developing tax reporting and expense tracking capabilities; creating reimbursement marking features; providing transparent payment dashboards connecting bank statements with campaign data; integrating existing third-party financial tools
• Product Development Integration: Participating in 2-week sprints with daily standups; maintaining UX/Design 2 weeks ahead of engineering; releasing bi-weekly through CI/CD pipeline; writing unit and integration tests; receiving peer code reviews initially; gradually integrating into core development team after backlog completion.
• 4+ years of experience as Full Stack Engineer, Software Developer, JavaScript Developer, Back-end Engineer, or related (front-end only roles are not a good fit)
• Node.js, React.js, PostgreSQL, AWS experience
• GitHub proficiency (profile link required)
• CI/CD pipelines and AWS architecture understanding
• Agile-scrum environment experience
• Strong English communication (verbal and written)
• Clear Slack communication for debugging and collaboration
• Technical decision-making maturity and judgment
• Initiative to own commitments and deliver against timelines.
• Advanced automated testing, CI/CD, DevOps experience
• AI and big data background
• Workflow automation understanding
• Test-driven development experience
• Familiarity with our tools: Notion, Slack, Google Workspace, Visual Studio IDE, GitHub Copilot, Jira, Node.js, React.js, PostgreSQL, AWS.
Signals
Skill
python-backend-developer
0.31
Alias
frontend-engineer
1.00
KRA
full-stack-engineer
0.59
Post-classification
Centroidupdated · n=233
Alias collision log—
New-role queue—
New skills captured9
New KRA captured—
Captured for admin review
Slack
primary
↔
Fullstack Developer
pending
Notion
↔
Fullstack Developer
pending
Google Workspace
↔
Fullstack Developer
pending
Visual Studio
↔
Fullstack Developer
pending
GitHub Copilot
↔
Fullstack Developer
pending
Jira
↔
Fullstack Developer
pending
Test-Driven Development
primary
↔
Fullstack Developer
pending
Big Data
↔
Fullstack Developer
pending
Workflow Automation
↔
Fullstack Developer
pending
Status:
extract_from_jd_done
Created: 2026-05-27T14:30:29.716526Z
Updated: 2026-06-12T17:40:28.496087Z
Flow
Current 3-step pipeline
1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
Role
Chosen role & resolution
No chosen role stored for this run.
Job description
Goodwork is recruiting for a Canadian-based AI-powered influencer marketing platform that’s transforming how brands and creators connect. What makes this opportunity interesting? • 🇨🇦 Canadian company with exciting AI and big data development challenges ahead • 📊 Data-rich environment - 5+ years of influencer marketing campaigns and 2M+ influencer data points • 🤖 AI evolution underway – shifting from an agency model to a self-optimizing, agentic decision engine About the Company We're an AI-powered influencer marketing platform connecting brands with creators to amplify their marketing impact. Our mission: To revolutionize the relationship between brands and creators with an innovative ecosystem that empowers them to connect, collaborate more effectively, and unlock unparalleled financial opportunities. We deliver end-to-end influencer marketing solutions including strategy development, campaign execution, and performance tracking across TikTok, Instagram, YouTube, X/Twitter, and LinkedIn. Our platform streamlines influencer discovery from 250M+ creators and manages organic marketing, UGC, and affiliate campaigns. We're evolving from a tool into an autonomous AI system where brands simply describe their goals and our platform determines the optimal strategy, influencers, and budget allocation—eliminating the need for industry expertise. Our customers span health and wellness, fashion, tech, packaged foods, beauty, and skincare across North America and Europe. We connect brands like Nike, Groupon, Fender, Bellroy, Luxottica, and Best Buy with micro and macro influencers, creating financial freedom for creators while delivering measurable results—like helping Groupon scale 300+ UGC assets while cutting cost-per-click by 40%. We're the recognized industry leader: #1 Influencer Marketing Solution by G2, #1 on InfluencerMarketingHub, and #1 on SmartSites—demonstrating our market leadership and high growth trajectory in the creator economy. OUR COMPANY VALUES guide our team and shape our culture: • 🦁 Courage: Be brave and bold, fearlessly push boundaries. • 🤝 Respect: Respect for teammates, clients, creators, partners, the industry, and communities we touch. • 🙌 Enthusiasm: Show passion and excitement in all you do. • 🔄 Adaptability: Be open to (and ready for) change, evolve with the times. • 💪 Tenacity: Pursue goals and outcomes with relentless determination. • ☀️ Optimism: Maintain a positive outlook, even in adversity. • 📈 Results: Results matter for us, our clients, community, shareholders, and partners. We're a hybrid organization with 28 teammates based primarily in Vancouver, BC, Canada, with one remote member in interior BC, and international contractors in the Philippines and UK. Our leadership includes CEO, CSO (Chief Strategy Officer), and Head of Operations, with dedicated teams for Engineering & Product, Operations, Sales, Marketing, and Customer Success. Our fast-paced startup culture has everyone taking on significant responsibilities and driving meaningful impact. We thrive on constant communication and innovation, building the best possible product for creators and brands. We work hard and celebrate hard—rewarding dedication through team building and recognition. About the Role We're looking for a remote Full Stack Engineer to help us mature our development practices and scale efficiently. We've outgrown our "move fast, break things" approach and need to address technical debt accumulated while building our foundational product—the problem is we never got to the "fix it afterwards" part. In this role, you'll tackle critical behind-the-scenes work that keeps our engine running smoother while freeing up team capacity for revenue-generating activities. You'll start with independent sandboxed projects on system optimization and automation, then gradually integrate into our development team building the next-generation agentic AI decision engine. This addresses a fundamental scaling challenge: our customers are no longer neighbors we can call to explain workarounds—they expect a polished, self-service experience. With 5 years of campaign data and 2M+ influencer data points, you'll work on the foundation enabling our platform's AI evolution while automating time-consuming manual processes. Our IDEAL CANDIDATE brings 4-6 years of experience in roles like Full Stack Engineer, Software Developer, JavaScript Developer, or Back-end Engineer (front-end only developers are not a good fit). You have solid technical skills with Node.js, React.js, PostgreSQL, and AWS, plus experience in agile environments with CI/CD pipelines. You demonstrate maturity, judgment, and initiative—taking ownership of commitments, delivering against timelines with minimal supervision, and crushing technical debt backlogs. You understand the value of influencer marketing and social media in modern brand building, even without extensive personal social accounts. You're excited about working in a data-rich environment where your optimizations will help us scale to serve more creators and brands. Your performance will be measured by velocity (accuracy toward estimates and work output), quality of deliverables, and demonstration of maturity, judgment, and initiative. You'll be part of our Engineering & Product team. This position reports directly to our Head of Engineering. You’ll be doing things like: • Operations Team Automation: Automating subscription workflows and payments; building digital wallet adjustment systems; creating tier upgrade processes; eliminating manual lookups and follow-ups for operations team; working independently on sandboxed automation projects • System Optimization: Reducing operating costs through code efficiency and query optimization; improving application performance and SLAs; owning technical debt cleanup tasks; modernizing legacy systems; freeing up team capacity through backend improvements • Digital Wallet Enhancements: Building financial tools for creator independence; developing tax reporting and expense tracking capabilities; creating reimbursement marking features; providing transparent payment dashboards connecting bank statements with campaign data; integrating existing third-party financial tools • Product Development Integration: Participating in 2-week sprints with daily standups; maintaining UX/Design 2 weeks ahead of engineering; releasing bi-weekly through CI/CD pipeline; writing unit and integration tests; receiving peer code reviews initially; gradually integrating into core development team after backlog completion Skills & Qualifications• 4+ years of experience as Full Stack Engineer, Software Developer, JavaScript Developer, Back-end Engineer, or related (front-end only roles are not a good fit) • Node.js, React.js, PostgreSQL, AWS experience • GitHub proficiency (profile link required) • CI/CD pipelines and AWS architecture understanding • Agile-scrum environment experience • Strong English communication (verbal and written) • Clear Slack communication for debugging and collaboration • Technical decision-making maturity and judgment • Initiative to own commitments and deliver against timelines Bonus if you also have: • Advanced automated testing, CI/CD, DevOps experience • AI and big data background • Workflow automation understanding • Test-driven development experience • Familiarity with our tools: Notion, Slack, Google Workspace, Visual Studio IDE, GitHub Copilot, Jira, Node.js, React.js, PostgreSQL, AWS Position Details• Working Hours: 4 hours of required overlap between 6-10AM PT (Pacific Time); remaining daily hours asynchronous • Employment Type: Full-time (40 hours/week), Exclusivity Preferred • Education: BS/MSc Software Engineering/Computer Sciences, or comparable work experience • Level: Upper Intermediate (4-5 years of relevant work experience), Senior (6+ years of relevant work experience) • Compensation: ~ CAD $1,728–2,128 (INR 108K–133K), based on experience. Structured as a Consultant Agreement (independent contractor), meaning you'll be responsible for your own taxes, benefits, and insurance. Benefits of working with us: • 🚀 Work directly with a forward-thinking international company • 🏡 Work from the comfort of your home • 🏆 Incredibly talented teammates • 🧘🏾♀️ Work-life balance: 8 hours a day, 5 days a week • 💰 Above-market compensation • 💻 Remote-first company culture • 🧠 Lots of learning & growth opportunities • 🤖 Exciting platform development challenges around AI and big data • 📊 Work with rich datasets (5+ years of campaign data, 2M+ influencer data points) • 🎯 Significant impact role that directly improves operational efficiency • 🚀 Opportunity to help build the future of influencer marketing technology Not sure you meet all the requirements? Apply anyway! We value diverse experiences and hire for potential. If you don't hear back within 4 weeks, assume you weren't selected, but Goodwork may still reach out about other remote roles. --- Additional keywords: Remote Full Stack Developer Jobs, Node React PostgreSQL AWS, Backend Engineer Remote Work, JavaScript Developer Opportunities, System Optimization Engineer, Technical Debt Specialist, Startup Engineering Jobs, Canadian Tech Company Remote, Influencer Marketing Platform Developer, AI Platform Engineer, Data-Driven Development, Agile Remote Developer, Vancouver Tech Jobs Remote, Creator Economy Developer, Social Media Platform Engineer
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
Node.js
Primary
No API 2 row (run stopped after API 1 or history missing)
React.js
Primary
No API 2 row (run stopped after API 1 or history missing)
PostgreSQL
Primary
No API 2 row (run stopped after API 1 or history missing)
AWS
Primary
No API 2 row (run stopped after API 1 or history missing)
GitHub
Primary
No API 2 row (run stopped after API 1 or history missing)
CI/CD
Primary
No API 2 row (run stopped after API 1 or history missing)
DevOps
Primary
No API 2 row (run stopped after API 1 or history missing)
Agile
Primary
No API 2 row (run stopped after API 1 or history missing)
Scrum
Primary
No API 2 row (run stopped after API 1 or history missing)
Slack
Primary
No API 2 row (run stopped after API 1 or history missing)
Notion
Secondary
No API 2 row (run stopped after API 1 or history missing)
Google Workspace
Secondary
No API 2 row (run stopped after API 1 or history missing)
Visual Studio
Secondary
No API 2 row (run stopped after API 1 or history missing)
GitHub Copilot
Secondary
No API 2 row (run stopped after API 1 or history missing)
Jira
Secondary
No API 2 row (run stopped after API 1 or history missing)
Unit Testing
Primary
No API 2 row (run stopped after API 1 or history missing)
Integration Testing
Primary
No API 2 row (run stopped after API 1 or history missing)
Test-Driven Development
Primary
No API 2 row (run stopped after API 1 or history missing)
Big Data
Secondary
No API 2 row (run stopped after API 1 or history missing)
Workflow Automation
Secondary
No API 2 row (run stopped after API 1 or history missing)
Library artifacts (this run)
No artifact rows for this run.
nano JD Parser — gpt-4.1-nano click to toggle
RoleFull Stack Engineer
CompanyGoodwork
Experience4-6 years of experience
CTC{'max': 2128, 'min': 1728, 'raw': 'CAD $1,728–2,128 (INR 108K–133K)', 'period': 'monthly', 'currency': 'CAD'}
DomainSoftware & SaaS Products
Location
Vancouver, Canada
(hybrid)
JD type
pass
Show raw JSON
{
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"word_count": 50
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],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
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{
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},
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"word_count": 90
},
{
"bullet_count": 5,
"heading": "Bonus if you also have",
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"source_marker": {
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},
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}
],
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},
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{
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{
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{
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],
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{
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},
{
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},
{
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}
],
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},
{
"display_name": "Scala Backend Developer",
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{
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},
{
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},
{
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}
],
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}
],
"skill_match_roles": [
{
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},
{
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{
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{
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},
{
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]
},
"stage4_decision": {
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"case": "DOMAIN",
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},
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],
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],
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],
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"reasoning": "Domain=Software Engineering; The JD explicitly seeks a Full Stack Engineer and describes both backend/system optimization work and integration into product development, which best matches full-stack responsibilities.",
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},
"stage5_updates": {
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"new_skills_attached": [
{
"is_primary": true,
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"role_display_name": "Fullstack Developer",
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},
{
"is_primary": false,
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},
{
"is_primary": false,
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"role_display_name": "Fullstack Developer",
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},
{
"is_primary": false,
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"role_display_name": "Fullstack Developer",
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},
{
"is_primary": false,
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"role_display_name": "Fullstack Developer",
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},
{
"is_primary": false,
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"role_display_name": "Fullstack Developer",
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},
{
"is_primary": true,
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"role_display_name": "Fullstack Developer",
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"status": "pending"
},
{
"is_primary": false,
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"role_display_name": "Fullstack Developer",
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},
{
"is_primary": false,
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"role_display_name": "Fullstack Developer",
"role_slug": "full-stack-engineer",
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}
],
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}
}
API 2 — extract-details
{}
API 3 — final-role-output
{}
LLM Calls
Every model call made for this run, in pipeline order. Click a card to see the model's response.
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