Candidate map

Resume in, ranked opportunities out.

Sample resume

Senior software engineer, eight years across two hedge funds: Python research platforms, market data, AWS.

ROLE	LOCATION	BASE SALARY	POSTED	FIT
Senior Software Engineer, Research Analytics	New York	$250,000 to $350,000	5 days ago	10/10	View job
Send to: , Head of Engineering. Find them on LinkedIn To: Subject:Senior Software Engineer, Research Analytics - candidate submission Attach:the resume Hi [first name], [fund name] has an open Senior Software Engineer, Research Analytics role in New York, and I have a strong candidate for it: Name: [name] Title: Senior Software Engineer Company: [current employer] Location: New York Years experience: 8 Area of focus: Python research platforms, market data, AWS Why the candidate fits this role: The seat wants the engineer who builds the analytics layer researchers work in, in Python with strong SQL and AWS. That has been this candidate's last three years: data pipelines, backtest tooling and the internal dashboards a quantitative team uses daily, on eight years of production Python. The gap: no machine learning platform work at production scale yet. If you would like to speak with the candidate, reply with a couple of times that suit and I will set it up. Best, [your name]
Quantitative Platform Engineer	New York	$225,000 to $325,000	3 days ago	9/10	View job
Send to: , Head of Engineering. Find them on LinkedIn To: Subject:Quantitative Platform Engineer - candidate submission Attach:the resume Hi [first name], [fund name] has an open Quantitative Platform Engineer in New York, and I have a strong candidate for it: Name: [name] Title: Senior Software Engineer Company: [current employer] Location: New York Years experience: 8 Area of focus: Python research platforms, market data, AWS Why the candidate fits this role: The seat asks for the platform layer under a quant team: shared data access, notebook infrastructure and compute orchestration. All three are the candidate's current job, built in Python on AWS. The gap: has supported quants rather than sat inside a research team. If you would like to speak with the candidate, reply with a couple of times that suit and I will set it up. Best, [your name]
Python Developer	New York	$200,000 to $300,000	10 days ago	9/10	View job
Send to: , Head of Engineering. Find them on LinkedIn To: Subject:Python Developer - candidate submission Attach:the resume Hi [first name], [fund name] has an open Python Developer in New York, and I have a strong candidate for it: Name: [name] Title: Senior Software Engineer Company: [current employer] Location: New York Years experience: 8 Area of focus: Python research platforms, market data, AWS Why the candidate fits this role: The seat's asks are production Python, data pipelines and end to end ownership on a small team. The candidate runs exactly that today, with portfolio analytics tooling and deep pandas fluency on top. The gap: market data experience is broad rather than quant fund specific. If you would like to speak with the candidate, reply with a couple of times that suit and I will set it up. Best, [your name]
Senior Backend Engineer, Data Pipelines	New York	$225,000 to $300,000	8 days ago	8/10	View job
Send to: , Head of Engineering. Find them on LinkedIn To: Subject:Senior Backend Engineer, Data Pipelines - candidate submission Attach:the resume Hi [first name], [fund name] has an open Senior Backend Engineer, Data Pipelines role in New York, and I have a strong candidate for it: Name: [name] Title: Senior Software Engineer Company: [current employer] Location: New York Years experience: 8 Area of focus: Python research platforms, market data, AWS Why the candidate fits this role: The seat centers on high volume pipelines, and that is the candidate's core record: ingestion, validation and storage at terabyte scale in Python, Airflow and SQL, with the on call ownership to keep them running. The gap: financial datasets would be a first. If you would like to speak with the candidate, reply with a couple of times that suit and I will set it up. Best, [your name]
Python Engineer, Trade Operations	New York	$200,000 to $275,000	13 days ago	8/10	View job
Send to: , Head of Engineering. Find them on LinkedIn To: Subject:Python Engineer, Trade Operations - candidate submission Attach:the resume Hi [first name], [fund name] has an open Python Engineer, Trade Operations role in New York, and I have a strong candidate for it: Name: [name] Title: Senior Software Engineer Company: [current employer] Location: New York Years experience: 8 Area of focus: Python research platforms, market data, AWS Why the candidate fits this role: The seat asks for Python engineering around the trade lifecycle. The candidate's record is exactly trading adjacent: reconciliation tooling, operational automation and monitoring, built to the reliability bar live systems demand. The gap: the domain knowledge comes from the settlement side rather than the desk. If you would like to speak with the candidate, reply with a couple of times that suit and I will set it up. Best, [your name]
Software Engineer, Research Tools	New York	$210,000 to $290,000	16 days ago	8/10	View job
Send to: , Head of Engineering. Find them on LinkedIn To: Subject:Software Engineer, Research Tools - candidate submission Attach:the resume Hi [first name], [fund name] has an open Software Engineer, Research Tools role in New York, and I have a strong candidate for it: Name: [name] Title: Senior Software Engineer Company: [current employer] Location: New York Years experience: 8 Area of focus: Python research platforms, market data, AWS Why the candidate fits this role: The seat wants internal tools researchers adopt rather than tolerate. The candidate has twice retired spreadsheet workflows into software people chose to use, with the fast iteration and clean APIs that ask implies. The gap: the desk also runs C++ services, so far read rather than written. If you would like to speak with the candidate, reply with a couple of times that suit and I will set it up. Best, [your name]
Cloud Infrastructure Engineer	New York	$215,000 to $295,000	6 days ago	8/10	View job
Send to: , Head of Engineering. Find them on LinkedIn To: Subject:Cloud Infrastructure Engineer - candidate submission Attach:the resume Hi [first name], [fund name] has an open Cloud Infrastructure Engineer in New York, and I have a strong candidate for it: Name: [name] Title: Senior Software Engineer Company: [current employer] Location: New York Years experience: 8 Area of focus: Python research platforms, market data, AWS Why the candidate fits this role: The seat's requirements read infrastructure as code, containerized services and cost ownership. The candidate brings five years of exactly that on AWS: Terraform, containerized Python services and the cost line for a research computing estate. The gap: Kubernetes depth is operational rather than design level. If you would like to speak with the candidate, reply with a couple of times that suit and I will set it up. Best, [your name]
Full Stack Engineer, Portfolio Analytics	New York	$195,000 to $265,000	21 days ago	7/10	View job
Send to: , Head of Engineering. Find them on LinkedIn To: Subject:Full Stack Engineer, Portfolio Analytics - candidate submission Attach:the resume Hi [first name], [fund name] has an open Full Stack Engineer, Portfolio Analytics role in New York, and I have a strong candidate for it: Name: [name] Title: Senior Software Engineer Company: [current employer] Location: New York Years experience: 8 Area of focus: Python research platforms, market data, AWS Why the candidate fits this role: The seat pairs Python APIs with dashboards for an analytics team, which is the candidate's stack: API backends with React on top, built for numbers rendered fast and right. The gap: stronger on the backend half than the front. If you would like to speak with the candidate, reply with a couple of times that suit and I will set it up. Best, [your name]
DevOps Engineer, Trading Systems	New York	$200,000 to $280,000	12 days ago	7/10	View job
Send to: , Head of Engineering. Find them on LinkedIn To: Subject:DevOps Engineer, Trading Systems - candidate submission Attach:the resume Hi [first name], [fund name] has an open DevOps Engineer, Trading Systems role in New York, and I have a strong candidate for it: Name: [name] Title: Senior Software Engineer Company: [current employer] Location: New York Years experience: 8 Area of focus: Python research platforms, market data, AWS Why the candidate fits this role: The seat asks for CI/CD and observability around latency sensitive services. The candidate has run deployment automation and monitoring for exactly that class of system, with the pager scars to match. The gap: trading adjacent systems rather than the trading path itself. If you would like to speak with the candidate, reply with a couple of times that suit and I will set it up. Best, [your name]
Data Engineer	New York	$185,000 to $260,000	18 days ago	7/10	View job
Send to: , Head of Engineering. Find them on LinkedIn To: Subject:Data Engineer - candidate submission Attach:the resume Hi [first name], [fund name] has an open Data Engineer in New York, and I have a strong candidate for it: Name: [name] Title: Senior Software Engineer Company: [current employer] Location: New York Years experience: 8 Area of focus: Python research platforms, market data, AWS Why the candidate fits this role: The seat lists warehouse modeling, pipeline reliability and vendor data onboarding, and all three sit on the candidate's record in Python and SQL, external feeds included. The gap: the seat leans research support against a record built in reporting. If you would like to speak with the candidate, reply with a couple of times that suit and I will set it up. Best, [your name]

This is one candidate map: one candidate, scored against every live role. Candidate and fund names are anonymized in this example. Signed in, you'll see every fund name.

Signals

Every role posted in the last 24 hours.

Updated today at 8:07am UK.

ROLE	LOCATION	BASE SALARY
Quantitative Researcher, Systematic Equities	New York	$250,000 to $350,000	View job
Send to: , Head of Quantitative Research. Find them on LinkedIn To: Subject:Quantitative Researcher, Systematic Equities - support for the search Hi [first name], I saw the Quantitative Researcher, Systematic Equities role [fund name] has just opened in New York. I recruit quant research talent for firms like [fund name] and would be glad to support you on this search. Would you be open to a short call to discuss further? Best, [your name]
Senior Software Engineer, Research Platform	New York	$240,000 to $340,000	View job
Send to: , Head of Engineering. Find them on LinkedIn To: Subject:Senior Software Engineer, Research Platform - support for the search Hi [first name], I saw the Senior Software Engineer, Research Platform role [fund name] has just opened in New York. I recruit software engineering talent for firms like [fund name] and would be glad to support you on this search. Would you be open to a short call to discuss further? Best, [your name]
Quantitative Researcher, Futures	Chicago	$225,000 to $325,000	View job
Send to: , Head of Quantitative Research. Find them on LinkedIn To: Subject:Quantitative Researcher, Futures - support for the search Hi [first name], I saw the Quantitative Researcher, Futures role [fund name] has just opened in Chicago. I recruit quant research talent for firms like [fund name] and would be glad to support you on this search. Would you be open to a short call to discuss further? Best, [your name]
Execution Trader, Credit	New York	$200,000 to $300,000	View job
Send to: , Head of Trading. Find them on LinkedIn To: Subject:Execution Trader, Credit - support for the search Hi [first name], I saw the Execution Trader, Credit role [fund name] has just opened in New York. I recruit trading talent for firms like [fund name] and would be glad to support you on this search. Would you be open to a short call to discuss further? Best, [your name]
Investment Analyst, Long/Short Equity	London	$175,000 to $250,000	View job
Send to: , Portfolio Manager. Find them on LinkedIn To: Subject:Investment Analyst, Long/Short Equity - support for the search Hi [first name], I saw the Investment Analyst, Long/Short Equity role [fund name] has just opened in London. I recruit investment talent for firms like [fund name] and would be glad to support you on this search. Would you be open to a short call to discuss further? Best, [your name]
Fund Accountant	New York	$140,000 to $185,000	View job
Send to: , Controller, Head of Fund Accounting. Find them on LinkedIn To: Subject:Fund Accountant - support for the search Hi [first name], I saw the Fund Accountant role [fund name] has just opened in New York. I recruit finance and accounting talent for firms like [fund name] and would be glad to support you on this search. Would you be open to a short call to discuss further? Best, [your name]
Software Engineer, Trading Systems	London	not disclosed	View job
Send to: , Head of Engineering. Find them on LinkedIn To: Subject:Software Engineer, Trading Systems - support for the search Hi [first name], I saw the Software Engineer, Trading Systems role [fund name] has just opened in London. I recruit software engineering talent for firms like [fund name] and would be glad to support you on this search. Would you be open to a short call to discuss further? Best, [your name]
Trade Support Analyst	Chicago	$130,000 to $170,000	View job
Send to: , Head of Operations. Find them on LinkedIn To: Subject:Trade Support Analyst - support for the search Hi [first name], I saw the Trade Support Analyst role [fund name] has just opened in Chicago. I recruit operations and middle office talent for firms like [fund name] and would be glad to support you on this search. Would you be open to a short call to discuss further? Best, [your name]
Crude Oil Market Analyst	Houston	not disclosed	View job
Send to: , Portfolio Manager. Find them on LinkedIn To: Subject:Crude Oil Market Analyst - support for the search Hi [first name], I saw the Crude Oil Market Analyst role [fund name] has just opened in Houston. I recruit investment talent for firms like [fund name] and would be glad to support you on this search. Would you be open to a short call to discuss further? Best, [your name]
Investor Relations Associate	Miami	$160,000 to $215,000	View job
Send to: , Head of Investor Relations. Find them on LinkedIn To: Subject:Investor Relations Associate - support for the search Hi [first name], I saw the Investor Relations Associate role [fund name] has just opened in Miami. I recruit investor relations and business development talent for firms like [fund name] and would be glad to support you on this search. Would you be open to a short call to discuss further? Best, [your name]
Financial Reporting Manager	Stamford	$175,000 to $240,000	View job
Send to: , Controller, Head of Fund Accounting. Find them on LinkedIn To: Subject:Financial Reporting Manager - support for the search Hi [first name], I saw the Financial Reporting Manager role [fund name] has just opened in Stamford. I recruit finance and accounting talent for firms like [fund name] and would be glad to support you on this search. Would you be open to a short call to discuss further? Best, [your name]
Middle Office Analyst	New York	$125,000 to $165,000	View job
Send to: , Head of Operations. Find them on LinkedIn To: Subject:Middle Office Analyst - support for the search Hi [first name], I saw the Middle Office Analyst role [fund name] has just opened in New York. I recruit operations and middle office talent for firms like [fund name] and would be glad to support you on this search. Would you be open to a short call to discuss further? Best, [your name]
Power Trader	Houston	$200,000 to $275,000	View job
Send to: , Head of Trading. Find them on LinkedIn To: Subject:Power Trader - support for the search Hi [first name], I saw the Power Trader role [fund name] has just opened in Houston. I recruit trading talent for firms like [fund name] and would be glad to support you on this search. Would you be open to a short call to discuss further? Best, [your name]
Business Development Associate	New York	$165,000 to $225,000	View job
Send to: , Head of Investor Relations. Find them on LinkedIn To: Subject:Business Development Associate - support for the search Hi [first name], I saw the Business Development Associate role [fund name] has just opened in New York. I recruit investor relations and business development talent for firms like [fund name] and would be glad to support you on this search. Would you be open to a short call to discuss further? Best, [your name]

This is the daily list: the Signals licence on its own, and the base of every other plan. Fund names are anonymized in this example. Signed in, you'll see every fund name, narrow the list to the desks you recruit, and open each email as a draft in Gmail or Outlook.

ROLES OPENED IN THE LAST 30 DAYS

By role family

Software Engineer

263

Business Mgmt/IR

141

Operations/Middle Office

123

Investment Analyst

112

Trader

Finance/Accounting

HR/Recruiting

Compliance/Legal

Quant Researcher

Data Science/Engineering

Risk

Property Operations

IT Support/Infrastructure

Admin Support

Quant Developer

Portfolio Manager

By location

New York

317

London

169

Chicago

Singapore

Hong Kong

Boston

McLean

Mumbai

Bala Cynwyd

Bengaluru

Houston

Amsterdam

San Francisco

Dublin

Sydney

Dallas

Signals

$100 /month

Every new role posted in the last 24 hours

Recruiter

$200 /month

Signals + 10 candidate maps a month

Principal

$600 /month

Signals + 30 candidate maps a month

Top biller

$2,000 /month

Signals + 100 candidate maps a month

Questions

Where do the roles come from?

The platform collects every posted role at hedge funds, quant and prop trading firms, and commodity trading houses, updated every day.

What's a candidate map?

See the example above.

What's the daily list?

See the example above. Every plan includes it.

What about candidate confidentiality?

Your candidates stay yours. AI agents read the resume once to generate the candidate map, seen by no other account, never shared with a fund, never used to contact the candidate, and automatically deleted thirty days after the run.

Don't find more candidates.Monetize the ones you have.

Candidate map

Signals

Don't find more candidates.
Monetize the ones you have.