... reading between the lines of an MD&A, structuring around a covenant, knowing when a comp set is ... Systematically map where AI reasoning falls short of professional banker judgment. * Design ...
... reading between the lines of an MD&A, structuring around a covenant, knowing when a comp set is ... Systematically map where AI reasoning falls short of professional banker judgment. * Design ...
SAP VIM
$53.50 - $71.75/hr
SAP VIM Location: Remote Job Type: Contract * Experienced in VIM enhancements/development ... Map Archive Document Types to VIM DP Document Types for PO and Non-PO Invoices, DP Doc Type ...
SAP VIM
$53.50 - $71.75/hr
SAP VIM Location: Remote Job Type: Contract * Experienced in VIM enhancements/development ... Map Archive Document Types to VIM DP Document Types for PO and Non-PO Invoices, DP Doc Type ...
Sr. Project Manager, Data Center (Exit & Consolidation exp) needed for 6+ Mths Cont Remote
Minneapolis, MN · Remote
This includes application discovery and dependency mapping, migration and modernization planning ... Demonstrated ability to read and interpret technical information. * Demonstrated ability to compose ...
Sr. Project Manager, Data Center (Exit & Consolidation exp) needed for 6+ Mths Cont Remote
Minneapolis, MN · Remote
This includes application discovery and dependency mapping, migration and modernization planning ... Demonstrated ability to read and interpret technical information. * Demonstrated ability to compose ...
Sr. Project Manager, Data Center (Exit & Consolidation exp) needed for 6+ Mths Cont Remote
Minneapolis, MN · Remote
This includes application discovery and dependency mapping, migration and modernization planning ... Demonstrated ability to read and interpret technical information. * Demonstrated ability to compose ...
Quick apply
Sr. Project Manager, Data Center (Exit & Consolidation exp) needed for 6+ Mths Cont Remote
Minneapolis, MN · Remote
This includes application discovery and dependency mapping, migration and modernization planning ... Demonstrated ability to read and interpret technical information. * Demonstrated ability to compose ...
Fiber Designer I - Remote
Yuba City, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Yuba City, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Farmersville, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Farmersville, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Tehachapi, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Quick apply
Fiber Designer I - Remote
Tehachapi, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Lancaster, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Lancaster, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Yuba City, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Quick apply
Fiber Designer I - Remote
Yuba City, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Farmersville, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Quick apply
Fiber Designer I - Remote
Farmersville, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Merced, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Quick apply
Fiber Designer I - Remote
Merced, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Lancaster, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Quick apply
Fiber Designer I - Remote
Lancaster, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Phelan, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Quick apply
Fiber Designer I - Remote
Phelan, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Stallion Springs, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Stallion Springs, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Phelan, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Phelan, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Lancaster, CA · On-site +1
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Lancaster, CA · On-site +1
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Merced, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Fiber Designer I - Remote
Merced, CA · Remote
$27 - $30/hr
The ability to effectively communicate in English, including speaking, reading, writing, and ... Utilizes ARC GIS for mapping Documentation and Compliance: * Develops comprehensive project ...
Remote | Environmental Science & Compliance Workflow Consultant -- $55-$80/hour
New York, NY · On-site +1
$55 - $80/hr
Support structured review of materials connected to tools such as Esri ArcGIS, Google Maps Platform ... Comfort reading and preparing environmental artifacts such as site assessment reports, permit ...
Quick apply
Remote | Environmental Science & Compliance Workflow Consultant -- $55-$80/hour
New York, NY · On-site +1
$55 - $80/hr
Support structured review of materials connected to tools such as Esri ArcGIS, Google Maps Platform ... Comfort reading and preparing environmental artifacts such as site assessment reports, permit ...
Remote | Audit Workpaper & Risk Assessment Specialist -- $65-$95/hour
New York, NY · Remote
$65 - $95/hr
... mapping * Evaluate audit programs against relevant assertions, documented risks, source materials ... Comfort reading and preparing audit artifacts such as workpapers, walkthroughs, test matrices ...
Quick apply
Remote | Audit Workpaper & Risk Assessment Specialist -- $65-$95/hour
New York, NY · Remote
$65 - $95/hr
... mapping * Evaluate audit programs against relevant assertions, documented risks, source materials ... Comfort reading and preparing audit artifacts such as workpapers, walkthroughs, test matrices ...
Data/Integration Engineer (AWS, ETL, APIs, Event-Driven), Remote NO THIRD PARTY RECRUITERS PLEASE ... The data engineering work will involve the data mapping and transformation, while the integration ...
Quick apply
Data/Integration Engineer (AWS, ETL, APIs, Event-Driven), Remote NO THIRD PARTY RECRUITERS PLEASE ... The data engineering work will involve the data mapping and transformation, while the integration ...
Remote Map Reading information
See salary details
$35K - $39.8K
7% of jobs
$39.8K - $44.5K
9% of jobs
$44.5K - $49.3K
7% of jobs
$50.2K is the 25th percentile. Wages below this are outliers.
$49.3K - $54.1K
9% of jobs
$54.1K - $58.9K
2% of jobs
$58.9K - $63.6K
0% of jobs
$63.6K - $68.4K
11% of jobs
The median wage is $69.7K / yr.
$68.4K - $73.2K
19% of jobs
$76.1K is the 75th percentile. Wages above this are outliers.
$73.2K - $78K
18% of jobs
$78K - $82.7K
10% of jobs
$82.7K - $87.5K
9% of jobs
$35K
$65.3K
$87.5K
How much do remote map reading jobs pay per year?
Contractor
Posted 24 days ago
Job description
Frontier AI models have made remarkable progress on general reasoning, but they still struggle with the kind of nuanced judgment that defines good banking work; reading between the lines of an MD&A, structuring around a covenant, knowing when a comp set is misleading, sensing when a model's outputs don't quite hang together. Closing that gap requires institutional finance expertise, applied directly to AI training.
About Aptura
Aptura partners with leading foundational AI labs to bring real-world finance, healthcare, and legal expertise into AI development. Our founders are ex-Lazard and Partners Group, and we operate out of London and San Francisco. We're now expanding our UK cohort and are looking for sharp investment banking associates.
The Residency
You'll work directly on improving how frontier AI handles corporate finance and gain rare, early exposure to how AI labs actually develop their models.
You will:
- Prompt: Develop realistic, deal-relevant prompts and iterate on AI outputs to test reasoning quality.
- Compare human vs. machine judgment: Systematically map where AI reasoning falls short of professional banker judgment.
- Design frameworks: Translate how bankers navigate ambiguity, structure transactions, and stress-test assumptions into problems that challenge frontier AI.
- Construct expert benchmarks: Build and validate real-world DCFs, LBOs, comps, and deal cases used to evaluate AI systems.
Why This Matters
- You'll be among the first investment bankers in the UK working directly on frontier AI in finance.
- The skills and exposure compound - buy-side, strategy, and corporate roles increasingly want people who understand how AI fits into financial workflows.
- The work is genuinely interesting, which is rare for a side engagement.
Who You Are
- 3-4 years of IB or Corporate Finance experience at a top international bank (bulge bracket, elite boutique, top-tier global advisory).
- Associate level; sector agnostic.
- Strong modelling and valuation skills (DCF, LBO, comps, precedents).
- Sharp written communication and attention to detail.
- Genuine intellectual curiosity about AI in finance.
Residency Structure
- Commitment: 30+ hours/week, flexible scheduling
- Location: Fully remote
- Compensation: Competitive hourly rate, commensurate with experience
- Start date: Immediate / Rolling
- Referral bonus: For any successful referral hired into this role