Pipeline run
03234374-c23e-4d17-8522-268ed6c31b02
Pipeline LLM cost (USD)
API 1: $0.0020
API 2: $0.0000
API 3: $0.0000
Total: $0.0020
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
SPARSE JD
Nature of work
—
Tech stack maturity
Mainstream Modern
AI index (0 = no AI use, 5 = totally AI-dependent · v2.1)
0.00 / 5
· Title match
· Has AI skill
· AI skill (primary)
· AI skill (secondary)
· On AI team
· Builds AI products
vocab breakdown (legacy)
Assistants (×1):
—
Frameworks (×2):
—
Models / concepts (×3):
—
Evidence — skills matched in JD (0)
Skill cluster (0 dimension groups, role-scoped)
Show KRA description ↓
Basic understanding of databases and data concepts
Fundamental knowledge of SQL (preferred)
Willingness to learn Snowflake and cloud data platforms
Good analytical thinking and problem-solving skills
Effective communication and teamwork abilities
Recent graduates or final-year students from any technical background
Academic projects or internship exposure is a plus but not mandatory
Structured learning focused on Snowflake fundamentals
Hands-on exposure to real-world data scenarios
Snowflake Certification will be provided upon successful completion
Guidance and mentorship from industry professionals
Flexible and supportive remote learning environment
Status:
completed
Created: 2026-05-21T08:37:37.742462Z
Updated: 2026-05-21T08:37:37.811119Z
API 3 duration: 31 ms
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
Internship (Snowflake-focused)
slug: — · id: — · source: llm
role_archetype 'Other' is not in TECH_ARCHETYPES (allowed: ['Data', 'DevOps', 'Engineering', 'QA', 'Research', 'Security'])
Resolution:
human_review_required
— role not in DB; role↔dimension links may be deferred.
0
New skills
0
Skill↔dim saved
0
Role↔dim saved
0
Skipped
Job description
About the job About Claroda We are a new-age boutique Snowflake-focused Systems Integrator, founded by industry veterans who have spent decades building high‑performing technology organizations and delivering large‑scale digital transformation. Now, we’re coming together with a singular mission: to help customers unlock the full power of the Snowflake Data Cloud through expert advisory, architecture excellence, and world‑class implementation. Internship Details Mode: Complete Remote Opportunity Internship Type: Internship (Snowflake-focused) What We’re Looking For Basic understanding of databases and data concepts Fundamental knowledge of SQL (preferred) Willingness to learn Snowflake and cloud data platforms Good analytical thinking and problem-solving skills Effective communication and teamwork abilities Eligibility Recent graduates or final-year students from any technical background Academic projects or internship exposure is a plus but not mandatory Why Join This Internship? Structured learning focused on Snowflake fundamentals Hands-on exposure to real-world data scenarios Snowflake Certification will be provided upon successful completion Guidance and mentorship from industry professionals Flexible and supportive remote learning environment Note: This is a paid internship.Skills: sql,dsa,python
Library artifacts (this run)
No artifact rows for this run.
nano JD Parser — gpt-4.1-nano click to toggle
RoleInternship (Snowflake-focused)
CompanyClaroda
DomainIT Services & Consulting
Location
—
(remote)
JD type
pass
Certifications
Snowflake Certification
Show raw JSON
{
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "We are a new-age boutique",
"last_5_words": "architecture excellence, and world\u2011class implementation."
},
"text": "We are a new-age boutique Snowflake-focused Systems Integrator, founded by industry veterans who have spent decades building high\u2011performing technology organizations and delivering large\u2011scale digital transformation. Now, we\u2019re coming together with a singular mission: to help customers unlock the full power of the Snowflake Data Cloud through expert advisory, architecture excellence, and world\u2011class implementation.",
"word_count": 64
},
"certifications": [
"Snowflake Certification"
],
"company_name": "Claroda",
"ctc": null,
"domain": {
"primary": {
"aliases": [],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "Bachelor\u0027s - Any Technical Background",
"raw": "Recent graduates or final-year students from any technical background",
"requirement": "preferred"
}
],
"experience": {
"max": null,
"min": null,
"raw": null
},
"job_locations": [
{
"aliases": [],
"city": null,
"country": null,
"state": null,
"work_mode": "remote"
}
],
"role": "Internship (Snowflake-focused)",
"role_aliases": [
"Intern",
"Data Intern",
"Snowflake Intern"
],
"role_archetype": "Other",
"roles_and_responsibilities": [
{
"bullet_count": 5,
"heading": "What We\u2019re Looking For",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Basic understanding of databases and",
"last_5_words": "communication and teamwork abilities"
},
"text": "Basic understanding of databases and data concepts\nFundamental knowledge of SQL (preferred)\nWillingness to learn Snowflake and cloud data platforms\nGood analytical thinking and problem-solving skills\nEffective communication and teamwork abilities",
"word_count": 34
},
{
"bullet_count": 2,
"heading": "Eligibility",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Recent graduates or final-year students",
"last_5_words": "but not mandatory"
},
"text": "Recent graduates or final-year students from any technical background\nAcademic projects or internship exposure is a plus but not mandatory",
"word_count": 22
},
{
"bullet_count": 5,
"heading": "Why Join This Internship?",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Structured learning focused on Snowflake",
"last_5_words": "supportive remote learning environment"
},
"text": "Structured learning focused on Snowflake fundamentals\nHands-on exposure to real-world data scenarios\nSnowflake Certification will be provided upon successful completion\nGuidance and mentorship from industry professionals\nFlexible and supportive remote learning environment",
"word_count": 41
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [],
"jd_role": {
"display_name": "Internship (Snowflake-focused)",
"rationale": "role_archetype \u0027Other\u0027 is not in TECH_ARCHETYPES (allowed: [\u0027Data\u0027, \u0027DevOps\u0027, \u0027Engineering\u0027, \u0027QA\u0027, \u0027Research\u0027, \u0027Security\u0027])",
"role_aliases": [],
"role_archetype": "Other",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "We are a new-age boutique",
"last_5_words": "architecture excellence, and world\u2011class implementation."
},
"text": "We are a new-age boutique Snowflake-focused Systems Integrator, founded by industry veterans who have spent decades building high\u2011performing technology organizations and delivering large\u2011scale digital transformation. Now, we\u2019re coming together with a singular mission: to help customers unlock the full power of the Snowflake Data Cloud through expert advisory, architecture excellence, and world\u2011class implementation.",
"word_count": 64
},
"certifications": [
"Snowflake Certification"
],
"company_name": "Claroda",
"ctc": null,
"domain": {
"primary": {
"aliases": [],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "Bachelor\u0027s - Any Technical Background",
"raw": "Recent graduates or final-year students from any technical background",
"requirement": "preferred"
}
],
"experience": {
"max": null,
"min": null,
"raw": null
},
"job_locations": [
{
"aliases": [],
"city": null,
"country": null,
"state": null,
"work_mode": "remote"
}
],
"role": "Internship (Snowflake-focused)",
"role_aliases": [
"Intern",
"Data Intern",
"Snowflake Intern"
],
"role_archetype": "Other",
"roles_and_responsibilities": [
{
"bullet_count": 5,
"heading": "What We\u2019re Looking For",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Basic understanding of databases and",
"last_5_words": "communication and teamwork abilities"
},
"text": "Basic understanding of databases and data concepts\nFundamental knowledge of SQL (preferred)\nWillingness to learn Snowflake and cloud data platforms\nGood analytical thinking and problem-solving skills\nEffective communication and teamwork abilities",
"word_count": 34
},
{
"bullet_count": 2,
"heading": "Eligibility",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Recent graduates or final-year students",
"last_5_words": "but not mandatory"
},
"text": "Recent graduates or final-year students from any technical background\nAcademic projects or internship exposure is a plus but not mandatory",
"word_count": 22
},
{
"bullet_count": 5,
"heading": "Why Join This Internship?",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Structured learning focused on Snowflake",
"last_5_words": "supportive remote learning environment"
},
"text": "Structured learning focused on Snowflake fundamentals\nHands-on exposure to real-world data scenarios\nSnowflake Certification will be provided upon successful completion\nGuidance and mentorship from industry professionals\nFlexible and supportive remote learning environment",
"word_count": 41
}
],
"urls": []
},
"rejected": true,
"rejection_reason": "role_archetype \u0027Other\u0027 is not in TECH_ARCHETYPES (allowed: [\u0027Data\u0027, \u0027DevOps\u0027, \u0027Engineering\u0027, \u0027QA\u0027, \u0027Research\u0027, \u0027Security\u0027])",
"run_id": null,
"stage3_signals": null,
"stage4_decision": null,
"stage5_updates": null
}
API 2 — extract-details
{
"alias_matches": [],
"candidate_roles": [],
"chosen_role": {
"display_name": "Internship (Snowflake-focused)",
"id": null,
"rationale": "role_archetype \u0027Other\u0027 is not in TECH_ARCHETYPES (allowed: [\u0027Data\u0027, \u0027DevOps\u0027, \u0027Engineering\u0027, \u0027QA\u0027, \u0027Research\u0027, \u0027Security\u0027])",
"role_archetype": "Other",
"slug": "",
"source": "llm"
},
"dimensions": [],
"input_final_skills": [],
"input_llm_skills": [],
"new_aliases_persisted": 0,
"run_id": "03234374-c23e-4d17-8522-268ed6c31b02",
"skills_detail": [],
"unmatched_skills": []
}
API 3 — final-role-output
{
"chosen_role": {
"display_name": "Internship (Snowflake-focused)",
"id": null,
"rationale": "role_archetype \u0027Other\u0027 is not in TECH_ARCHETYPES (allowed: [\u0027Data\u0027, \u0027DevOps\u0027, \u0027Engineering\u0027, \u0027QA\u0027, \u0027Research\u0027, \u0027Security\u0027])",
"role_archetype": "Other",
"slug": "",
"source": "llm"
},
"chosen_role_resolution": "human_review_required",
"final_input_skills": [],
"llm_cost_api1_usd": null,
"llm_cost_api2_usd": null,
"llm_cost_api3_usd": null,
"llm_cost_total_usd": null,
"persistence": {
"items": [],
"new_skills_created": 0,
"role_dimension_saved": 0,
"skill_dimension_saved": 0,
"skipped": 0
},
"planner_output": null,
"run_id": "03234374-c23e-4d17-8522-268ed6c31b02"
}
LLM Calls
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