Bug-014: Frontend displays Experience Score is incorrect on the candidate profile

Bug-014: Experience Score is incorrect on the candidate profile

Environment: Staging
Module: Candidate Profile → AI Match / Score Summary
Candidate: Rutuja Yewale
JD: DevOps (Copy)
Severity: Medium
Priority: Medium

Description:
The candidate’s Experience Score is displayed as 2.1/10, but the manually calculated score is 5.71/10 using the documented experience-ratio rules.

The parsed JD specifies 4 years only for AWS. All other Must-have and Nice-to-have skills have required_years: null.

The candidate’s parsed resume shows AWS = 2 years, along with experience in other matched skills such as Jenkins, Terraform, Docker, Kubernetes, and Ansible.

However, the API returns raw_experience = 6.43 and experience_score = 2.14, which is displayed as 2.1/10 on the UI.

Expected Result:
The Experience Score should be 5.71/10, based on the documented experience-ratio rules and the parsed JD and resume data.

Actual Result:
The Experience Score is displayed as 2.1/10.

attachnment : -Json response
"parsed_jd": {
"title": "DevOps (Copy)",
"skills": {
"must_have": [
{
"skill": "AWS",
"required_years": 4.0
},
{
"skill": "AWS Control Tower / Landing Zone",
"required_years": null
},
{
"skill": "Kubernetes",
"required_years": null
},
{
"skill": "Docker",
"required_years": null
},
{
"skill": "EKS",
"required_years": null
},
{
"skill": "GitLab SCM",
"required_years": null
},
{
"skill": "GitLab CI/CD",
"required_years": null
},
{
"skill": "Jenkins",
"required_years": null
},
{
"skill": "Terraform",
"required_years": null
},
{
"skill": "Ansible",
"required_years": null
},
{
"skill": "CloudFormation",
"required_years": null
},
{
"skill": "DevSecOps tools (SonarQube, Checkmarx, image scanning)",
"required_years": null
},
{
"skill": "Linux administration",
"required_years": null
},
{
"skill": "IAM fundamentals",
"required_years": null
}
],
"good_to_have": [
{
"skill": "Banking / regulated environment experience",
"required_years": null
},
{
"skill": "Azure / GCP exposure",
"required_years": null
},
{
"skill": "Python",
"required_years": null
},
{
"skill": "Shell scripting",
"required_years": null
}
]
},
"company": null,
"location": "India",
"qualifications": [
"Bachelors/Masters in Computer Science, Software Engineering or equivalent."
],
"employment_type": "Full-time",
"responsibilities": [
"L2 support for AWS Control Tower, AWS Organizations, and multi-account environments",
"IAM, KMS encryption, CloudTrail, Config, GuardDuty, Security Hub operations",
"Support audits, compliance, and regulatory requirements",
"CI/CD pipeline support using GitLab, GitLab CI/CD, Jenkins",
"Support EKS, Kubernetes, Docker, ECR, and container security",
"Infrastructure provisioning using Terraform, Ansible, CloudFormation",
"Support AWS services: EC2, VPC, IAM, S3, RDS, Lambda, CloudFront",
"Monitoring via CloudWatch, networking (VPC, SGs, NACLs)",
"Incident, change, and problem management",
"Coordinate with InfoSec, app, and network teams"
],
"company_description": null,
"experience_required": {
"max_years": null,
"min_years": 4.0
}
}
"parsed_resume": {
"experience": {
"roles": [
{
"title": "Software Engineer",
"years": 3.5,
"company": "CyBrowse Digital Solution Pvt. Ltd",
"end_date": "present",
"highlights": [
"Contributed to automating end-to-end CI/CD workflows using Terraform, Jenkins, SonarQube, Nexus, Docker, AWS EKS, and Amazon ECR, integrating OWASP for security analysis, resulting in a 40% reduction in deployment time and improved code quality.",
"Collaborated with cross-functional teams to automate AWS infrastructure provisioning and management using Terraform, ensuring scalable, consistent, and version-controlled deployments, reducing manual setup time by 30%.",
"Managed GitHub repositories for source code and infrastructure, enforcing branching strategies, pull request reviews, and automated CI/CD triggers, improving collaboration and reducing integration issues by 35%.",
"Collaborated with cross-functional teams to monitor and optimize CI/CD pipelines and AWS cloud resources, resolving execution and integration issues to improve deployment efficiency and reliability by 25%.",
"Integrated SonarQube and OWASP into CI/CD workflows to automate code quality and security checks, ensuring compliance with organizational coding standards and reducing vulnerabilities by 30%.",
"Collaborated with the DevOps team to integrate Jenkins with Nexus, Docker, and Maven using appropriate plugins, streamlining CI/CD processes for code analysis, artifact storage, image creation, and automated deployments.",
"Implemented automated build and dependency management using Maven, streamlining application packaging and reducing build and integration time by 25% within CI/CD pipelines.",
"Managed build artifacts in Nexus Repository, ensuring secure storage, structured versioning, and efficient artifact retrieval across CI/CD pipelines.",
"Built and managed Docker images and maintained container repositories in Amazon ECR, enabling seamless, secure, and version-controlled deployments to AWS EKS clusters.",
"Collaborated with the team to deploy application artifacts to AWS EKS, configuring and managing Kubernetes clusters through Jenkins pipelines for automated, scalable, and reliable deployments.",
"Configured AWS Elastic Load Balancer to distribute incoming traffic across EKS worker nodes, improving high availability and scalability.",
"Implemented a CI/CD pipeline for deploying AWS infrastructure using Jenkins and Terraform for Cisco Commerce Workspace (CCW).",
"Implemented Terraform-based automation, reducing manual intervention in AWS infrastructure provisioning for Cisco Commerce Workspace (CCW) by 40%.",
"Managed source code and infrastructure scripts in GitHub, following branching strategies, pull requests, and code reviews, while enabling automated pipeline triggers on commits.",
"Wrote and maintained Terraform scripts for provisioning AWS resources.",
"Built and maintained multi-stage Jenkins pipelines including source checkout, terraform initialization, planning, validation, and automated apply phases.",
"Validated and reviewed Terraform plans before applying changes to prevent misconfigurations in infrastructure.",
"Performed infrastructure testing, validation, and troubleshooting during Jenkins pipeline executions.",
"Configured Terraform remote backend using S3 and DynamoDB, enabling safe and coordinated infrastructure deployments.",
"Designed and configured an S3 bucket with access control policies and encryption to store Terraform state files securely.",
"Used an Amazon DynamoDB table to enable state locking, preventing concurrent modifications and conflicts during Terraform apply, plan, or destroy operations.",
"Managed and resolved multiple ServiceNow incidents and change requests related to Terraform IaC for Cisco Commerce Workspace."
],
"start_date": "2023-03"
}
],
"total_years": 3.5
},
"personal_info": {
"email": "yewalerutuja29@gmail.com",
"last_name": "Sanjeev Yewale",
"first_name": "Rutuja",
"github_url": null,
"leetcode_url": null,
"linkedin_url": null,
"phone_number": "+918459859458"
},
"primary_skills": [
"AWS",
"Azure",
"Jenkins",
"Maven",
"Terraform",
"Docker",
"Kubernetes",
"Nexus",
"Ansible",
"SonarQube",
"OWASP",
"Postman",
"AWS CloudWatch",
"Prometheus",
"Grafana",
"Git",
"GitHub",
"YAML",
"XML",
"Java",
"MySQL",
"Amazon RDS"
],
"domain_expertise": [
"Banking",
"Commerce"
],
"secondary_skills": [
"ServiceNow",
"Windows",
"Linux",
"Ubuntu",
"Agile"
],
"skill_experience": [
{
"skill": "AWS",
"years": 2.0
},
{
"skill": "Jenkins",
"years": 2.0
},
{
"skill": "Terraform",
"years": 2.0
},
{
"skill": "Docker",
"years": 2.0
},
{
"skill": "Kubernetes",
"years": 2.0
},
{
"skill": "SonarQube",
"years": 2.0
},
{
"skill": "Nexus",
"years": 2.0
},
{
"skill": "Ansible",
"years": 2.0
},
{
"skill": "Maven",
"years": 2.0
},
{
"skill": "Azure",
"years": 0.0
},
{
"skill": "OWASP",
"years": 2.0
},
{
"skill": "Postman",
"years": 0.0
},
{
"skill": "AWS CloudWatch",
"years": 0.0
},
{
"skill": "Prometheus",
"years": 0.0
},
{
"skill": "Grafana",
"years": 0.0
},
{
"skill": "Git",
"years": 0.0
},
{
"skill": "GitHub",
"years": 2.0
},
{
"skill": "YAML",
"years": 0.0
},
{
"skill": "XML",
"years": 0.0
},
{
"skill": "Java",
"years": 0.0
},
{
"skill": "MySQL",
"years": 0.0
},
{
"skill": "Amazon RDS",
"years": 0.0
},
{
"skill": "ServiceNow",
"years": 2.0
},
{
"skill": "Windows",
"years": 0.0
},
{
"skill": "Linux",
"years": 2.0
},
{
"skill": "Ubuntu",
"years": 0.0
},
{
"skill": "Agile",
"years": 0.0
}
],
"education_certificates": [
{
"name": "Master of Science (MSc) in Computer Applications",
"type": "degree",
"year": "2023",
"issuer": "Savitribai Phule Pune University, Pune"
},
{
"name": "AWS Certified Solutions Architect - Associate (SAA-C03)",
"type": "certification",
"year": null,
"issuer": "AWS"
}
]
},