eFinancialCareers Jobs Scraper: Extract Finance Jobs Data at Scale

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What Is eFinancialCareers?

eFinancialCareers is the world's largest specialized job board for finance and banking professionals. It connects financial institutions, investment firms, fintech companies, and professional services with qualified candidates across 50+ countries. The platform hosts hundreds of thousands of active positions ranging from entry-level analyst roles to C-suite executive appointments. Manually collecting job data from eFinancialCareers at scale is inefficient — the eFinancialCareers Jobs Scraper automates this process, delivering structured data on demand across multiple regions and job categories.

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Overview

The eFinancialCareers Jobs Search Scraper extracts job listings from eFinancialCareers search result pages, turning rich job postings into clean, structured records. It supports advanced filtering by keyword, location, employment type, salary range, and more. Ideal users include:

• Recruitment agencies sourcing candidates for finance roles globally
• HR departments benchmarking compensation and hiring trends
• Career researchers analyzing employment patterns in financial services
• Job aggregator platforms integrating finance job data
• Market intelligence firms monitoring hiring activity by sector and geography

Key advantages include support for up to 200 items per search page, flexible location and salary filtering, and graceful error handling for failed URLs.

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Input Format

The scraper accepts a JSON configuration object with three main parameters:

{
  "urls": [
    "https://www.efinancialcareers.com/jobs/finance?q=finance&countryCode=US&radius=50&radiusUnit=mi&pageSize=15&currencyCode=USD&language=en&includeUnspecifiedSalary=true&enableVectorSearch=true"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Configuration Parameters

Parameter	Type	Description	Example
urls	Array	List of eFinancialCareers search page URLs. Include filter parameters for keyword, location, salary, and employment type.	Search results URL with query parameters
max_items_per_url	Integer	Maximum number of job listings to extract per URL (1–200). Higher values may take longer to process.	200
ignore_url_failures	Boolean	If true, scraper continues if some URLs fail. If false, entire run stops on any error.	true

URL Format & Query Parameters

eFinancialCareers search URLs support the following filters:

Parameter	Purpose	Example
q	Job keyword search	q=finance, q=data analyst, q=compliance
countryCode	Location filter (ISO 2-letter code)	countryCode=US, countryCode=GB, countryCode=CH
radius	Search radius from location	radius=50
radiusUnit	Unit of radius distance	mi (miles) or km (kilometers)
pageSize	Results per page	pageSize=15 (recommended for stability)
currencyCode	Salary display currency	currencyCode=USD, currencyCode=EUR, currencyCode=GBP
language	Content language	language=en
includeUnspecifiedSalary	Include jobs without stated salary	true or false
enableVectorSearch	Use AI-enhanced job matching	true or false

Tip: Build URLs directly from eFinancialCareers search interface, then copy the full URL with all filters into the urls array.

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Output Format

Sample output

{
  "id": "3BYWOZjcL1oDOXFe",
  "details_page_url": "/jobs-France-Paris-VO2_Finance_-_D%C3%A9veloppeur_react_C_Finance.id24314186",
  "title": "[VO2 Finance] - Développeur react C# Finance",
  "job_location": {
    "display_name": "Paris, France",
    "city": "Paris",
    "state": "Ile-de-France",
    "country": "France",
    "region": "Europe"
  },
  "posted_date": "2026-07-10T08:20:00.317Z",
  "salary": "Competitive",
  "client_brand_id": "7229",
  "client_brand_name": "VO2 Group",
  "company_name": "VO2 Group",
  "employment_type": "Full time",
  "expiration_date": "2026-08-28T22:45:00.000Z",
  "expiration_date_type": "INVENTORY",
  "is_external_application": true,
  "summary": "VO2 GROUP : Leader français indépendant en conseil Tech et Digital Entre conseil stratégique et réalisation technologique, nous cultivons un esprit \"boutique\" : de l'excellence, de l'humain et une forte culture de l'innovation. Nous sommes présents à Paris, Montréal, Shanghai, New York et Genève, avec plus de 800 consultants. Leader mondial de l'expérience client et corporate Nous collaborons avec les marques les plus emblématiques pour assurer leur succès : De la stratégie et l'innovation À l'e",
  "description": "VO2 GROUP : Leader français indépendant en conseil Tech et Digital Entre conseil stratégique et réalisation technologique, nous cultivons un esprit \"boutique\" : de l'excellence, de l'humain et une forte culture de l'innovation. Nous sommes présents à Paris, Montréal, Shanghai, New York et Genève, avec plus de 800 consultants. Leader mondial de l'expérience client et corporate Nous collaborons avec les marques les plus emblématiques pour assurer leur succès : De la stratégie et l'innovation À l'exécution à grande échelle, grâce à notre expertise en business, tech, data et IA Reconnaissances & Leadership Leader en innovation et croissance 2025 (Les Echos Business Magazine) Acteur multi-tech et partenaire Premium Salesforce Champion d'une \"Tech Responsable et Durable\" Créé avec la parité hommes-femmes, défendant l'égalité grâce à une équipe de direction engagée 45 % de femmes au sein de nos équipes Campagne primée TopCom en 2024 Certifications et Prix Salesforce Impact Partner 2024 Cybervadis 2025 Entreprise à impact de l'année 2024 par Choose My Company VO2 GROUP: The Bright Side of Tech ___________________________________________________________________ Nos clients dans les secteurs de la banque et de la finance, nos clients choisissent désormais l'innovation et la technologie pour se transformer. Spécialiste en conseil organisationnel, en amélioration des performances commerciales et en optimisation de l'expérience client grâce à l'informatique et à l'IA, VO2 Finance propose une expertise digitale à la fois technologique, méthodologique et sectorielle - incluant le financement, les marchés de capitaux, les opérations front, middle et back office, les systèmes d'information bancaires et la réglementation. CONTEXTE Dans le cadre de la technologie Global Markets Risk et PnL, l'équipe est responsable du développement d'applications utilisées pour la gestion des ressources financières et des XVA. Tous les développeurs sont censés contribuer à des projets métier stimulants et à forte valeur ajoutée. Nous utilisons une gamme de technologies au sein de notre équipe et restons ouverts aux nouvelles technologies apportant de la valeur ajoutée au métier. Certaines de nos technologies principales incluent : C#, .NET, SQL Server, Oracle, GIT (Bitbucket), TeamCity, ASP.NET Web API, communication asynchrone basée sur des messages (Rebus), bibliothèques ORM (Dapper), SignalR, JavaScript / TypeScript, React. Les équipes étant basées à Londres, Paris et en Pologne, les candidats doivent maîtriser l'anglais. DESCRIPTIF DE MISSION (liste non exhaustive) -Contribuer au développement de nouvelles fonctionnalités métier. Participer à la migration des processus batch vers une architecture orientée services. -Travailler à la rationalisation de notre pile technologique. -Collaboration quotidienne avec les équipes basées à Porto dans un environnement Agile -Participation aux revues de code, tests unitaires et intégrations continues dans une logique d'amélioration continue et de qualité logicielle Profil recherché Diplômé d'une école d'ingénieur, vous justifiez d'au moins 10 ans d'expérience sur un poste similaire Skills obligatoire : TypeScript, React, Redux, agGrid, Tailwind Maîtrise approfondie de la programmation orientée objet, des patterns et des principes associés. Expérience solide des architectures orientées services. Expertise avancée en MS SQL ou Oracle. Expérience démontrable avec des outils DevOps (Git / Bigbucket) Anglais courant Skills optionnelles : Vite, Vitest, C#, MS SQL Une expérience dans le secteur bancaire notamment en CIB ou Asset Management est requise Pourquoi nous rejoindre ? Environnement dynamique et axé sur l'innovation Formations, certifications et accès à des solutions de formation e-learning Politique de télétravail (2 jours/semaine) Bonus de cooptation de 2 000 à 3 000 Tickets restaurant Accès à des crèches en partenariat avec Babilou Salle de sport dans les locaux, prise en charge par l'entreprise 65,000 - 75,000 a year Nous sommes un employeur garantissant l'égalité des chances, et notre programme de diversité et d'inclusion vise à faire de VO2 Group un lieu de travail idéal pour des talents variés.",
  "is_highlighted": false,
  "job_id": "24314186",
  "score": 1297.2738,
  "company_logo_url": "https://www.efinancialcareers.com/logo/4521c01f-ab7d-477b-9a05-a2e46fb610a9.jpeg",
  "job_advert_logo_url": "https://www.efinancialcareers.com/logo/4521c01f-ab7d-477b-9a05-a2e46fb610a9.jpeg",
  "profile_image": "https://cdn.filestackcontent.com/mWf0V6gRlyiI49p0j5ZI",
  "cover_image": "https://cdn.filestackcontent.com/vr5PM5nRNCAogPyKCZJ1",
  "position_type": "Permanent",
  "sectors": [
    "INFORMATION_TECHNOLOGY/DEVELOPMENT_PROGRAMMING"
  ],
  "location_id": "2988507",
  "city_id": "2988507",
  "country_id": "3017382",
  "language": "EN",
  "min_salary": "0",
  "max_salary": "0",
  "salary_currency": "EUR",
  "job_payment_type": "PAID",
  "full_company_name": "VO2 Group",
  "full_normalized_job_title": "C# Developer",
  "is_ecommerce": false,
  "job_summary": "VO2 Finance seeks a senior React/C# developer for Global Markets Risk and PnL applications managing financial resources and XVA calculations. This role requires 10+ years experience with mandatory expertise in TypeScript, React, Redux, agGrid, and Tailwind, plus essential banking experience in CIB or Asset Management. The position involves migrating batch processes to service-oriented architecture, daily collaboration with international teams (London, Paris, Poland, Porto) in an Agile environment, and contributing to high-value financial business projects. Notable benefits include 2 days/week remote work, on-site gym, childcare partnerships, €2-3K referral bonuses, and comprehensive training programs. Fluent English required for cross-border collaboration.",
  "from_url": "https://www.efinancialcareers.com/jobs/finance?q=finance&countryCode=US&radius=50&radiusUnit=mi&pageSize=15&currencyCode=USD&language=en&includeUnspecifiedSalary=true&enableVectorSearch=true"
}

Each scraped job record contains 35+ fields capturing comprehensive job details:

Identification & Metadata

Field	Purpose	Example Value
ID	Unique job identifier in eFinancialCareers system	12345678
Job ID	Secondary internal job ID	jid_987654
Details Page URL	Direct link to the full job posting	https://www.efinancialcareers.com/jobs/123456
Title	Job title as displayed	Senior Financial Analyst
Full Normalized Job Title	Standardized job title for comparison	Senior Financial Analyst
Score	Internal relevance score (0-100)	95

Company Information

Field	Purpose	Example Value
Company Name	Employer name	Goldman Sachs
Full Company Name	Complete legal company name	Goldman Sachs International
Client Brand ID	Client account identifier	brand_12345
Client Brand Name	Brand name under which job is posted	GS Finance
Company Logo URL	Company logo image URL	https://cdn.example.com/logo.png
Job Advert Logo URL	Logo specific to this job posting	https://cdn.example.com/advert_logo.png

Location & Geography

Field	Purpose	Example Value
Job Location	Human-readable location	New York, NY, United States
Location ID	Location code in the system	loc_ny_us
City ID	City identifier	city_new_york
Country ID	Country identifier	country_us

Employment Details

Field	Purpose	Example Value
Employment Type	Job type classification	Full-time, Contract, Permanent
Position Type	Role level or category	Senior, Mid-level, Entry-level
Sectors	Industry classifications	Investment Banking, Risk Management, Trading

Compensation

Field	Purpose	Example Value
Salary	Displayed salary (if available)	$150,000 - $200,000
Min Salary	Minimum salary figure	150000
Max Salary	Maximum salary figure	200000
Salary Currency	Currency code	USD, EUR, GBP
Job Payment Type	Salary basis	Annual, Hourly

Dates & Expiration

Field	Purpose	Example Value
Posted Date	When the job was published	2024-01-15
Expiration Date	When the listing expires/closes	2024-03-15
Expiration Date Type	Expiration reason/type	Application Deadline, Auto-Close

Content & Descriptions

Field	Purpose	Example Value
Summary	Short job summary (1-2 sentences)	Join our trading desk as a senior analyst...
Job Summary	Alternative summary field	Seek experienced trader for equity markets...
Description	Full HTML job description	<p>We are seeking...</p>...

Application & Engagement

Field	Purpose	Example Value
Is External Application	Whether application goes to external URL	true or false
Is Highlighted	Whether listing has paid highlighting	true or false
Is Ecommerce	E-commerce sector flag	false

Media & Branding

Field	Purpose	Example Value
Profile Image	Company profile image URL	https://cdn.example.com/profile.jpg
Cover Image	Cover/banner image URL	https://cdn.example.com/cover.jpg

Content Language

Field	Purpose	Example Value
Language	Job posting language	en (English), de (German), fr (French)

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How to Use

1. Build your search URL — Visit eFinancialCareers.com and apply filters for keyword, location, salary, employment type, etc. Copy the full URL with all query parameters.
2. Prepare your input — Paste the URL into the urls array. Set max_items_per_url based on your needs (e.g., 200 for comprehensive scrapes, 50 for quick samples).
3. Enable error handling — Keep ignore_url_failures: true for batch runs to prevent interruptions.
4. Run the scraper — Start the actor and monitor progress in the run log.
5. Export results — Download structured output as JSON, CSV, or Excel.

Best practices:

• Use smaller radius values (10–25 miles) for precise geographic targeting
• Include pageSize=15 or pageSize=25 for stable pagination
• Set includeUnspecifiedSalary=true if compensation transparency is not essential
• Test with max_items_per_url=10 before scaling to higher volumes

Common troubleshooting:

• If no results appear, verify the URL opens correctly in your browser
• Check that query parameters (e.g., countryCode) match your target criteria
• Reduce max_items_per_url if the scrape times out on large result sets

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Use Cases & Business Value

• Talent acquisition: Build targeted candidate pipelines from specific financial sectors
• Salary benchmarking: Compare compensation ranges across firms, regions, and seniority levels
• Market research: Monitor hiring velocity and job openings by financial institution or role type
• Career planning: Analyze job market trends for professional development and negotiation
• Competitive intelligence: Track which competitors are hiring and for which roles

By automating data collection from eFinancialCareers, teams eliminate manual work and gain real-time insights into the finance job market — enabling faster hiring decisions and data-driven business strategy.

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Conclusion

The eFinancialCareers Jobs Search Scraper transforms how organizations access finance job market data. With support for advanced filtering and 35+ output fields, it delivers the intelligence needed to compete in financial services recruitment. Start scraping today and unlock actionable job market insights.