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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in software engineering with a focus on ML-driven features, CI/CD pipeline design, and modern web application architecture. Proven ability to lead product development lifecycles and mentor engineering teams to achieve business objectives.
Highest-signal resume keywords
ML-Driven FeaturesCI/CD Pipeline DesignModern JavaScript ToolingAWS Cloud ServicesFront-End Architecture
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Vector Similarity SearchFeature PipelinesMatching PipelinesREST API DevelopmentHTML5CSSReactReduxNodeExpress
Soft Skills
Team LeadershipCommunicationProblem SolvingMentoringTime Management
Tools & Technologies
AWS RDSAWS S3AWS LambdaAWS Elastic BeanstalkOpenSearch
Industry Keywords
Software EngineeringSaaSContinuous DeliveryWeb Application ArchitectureCloud-Native Architectures
Tech Stack
Tools & technologiesAWSCloudJavaScriptNode.jsReactRedux
About the role
Key responsibilities & impact- Contribute to and execute the engineering technical roadmap
- Use continuous delivery to ship incremental improvements regularly
- Facilitate code reviews covering architecture, performance, security, and coding patterns
- Follow and improve engineering guidelines, code style, and continuous delivery processes
- Lead the product development lifecycle for new and existing features, including design, development, deployment, and maintenance
- Design and build the matching engine pairing creators with brand campaigns
- Communicate plans, progress, and blockers in team review meetings
- Clarify intended work impact, weigh options, and devise creative solutions to complex problems
- Assist with training and onboarding team members
- Contribute to team and individual development
- Align and motivate engineering team members to execute technical strategy and meet deadlines
- Provide VP of Product and Engineering with updates on milestones, risks, blockers, mitigation, and issues
- Identify and roll out tools supporting the Software Engineering team
- Mentor and motivate the Engineering team to exceed business goals
- Manage time, prioritize tasks, and meet deadlines with little to no supervision
- Perform other duties as assigned
Requirements
What you’ll need- Proficient in operating ML-driven features in production, including vector similarity search (pgvector, OpenSearch, or similar), feature pipelines that keep model inputs consistent between training and serving, and monitoring for model drift and data quality
- Experience designing multi-stage matching or recommendation pipelines (candidate generation, filtering, and re-ranking) and closing the feedback loop so real-world outcomes continuously improve match quality
- Strong understanding of modern web application architecture
- Proven experience designing and maintaining CI/CD pipelines
- Ability to investigate incidents and differentiate memory, I/O, and CPU bottlenecks
- 7+ years of software engineering experience, preferably in SaaS environments
- Strong proficiency in modern JavaScript tooling (React, Redux, Node, Express)
- Deep expertise in front-end architecture, component-driven development, and state management
- Extensive experience building scalable, high-throughput REST APIs
- Hands-on experience with AWS (e.g., RDS, S3, Lambda, Elastic Beanstalk) and cloud-native architectures
- Solid understanding of HTML5, CSS, and modern web application patterns
- Bachelor's or Master's degree in Computer Science, Engineering, or a related field is preferred
- Travel typically less than 5%
Benefits
Comp & perks- Medical, Dental, and Vision insurance
- Unlimited PTO + paid holidays
- 4% 401(k) match
- Work from anywhere, fully remote flexibility
- Paid parental leave
- Employee stock options
- Opportunities for growth and leadership in a fast-growing company
- Collaborative, innovative, positive, team-oriented culture
