Every role we monitor

Software Engineer

Software Engineer roles span every industry, from fintech and SaaS to healthcare and gaming. The market is competitive and roles f…

Senior Software Engineer

Senior engineering roles weight heavily on demonstrated impact and system-design depth. Competitive bands move fast — first-mover …

Staff Software Engineer

Staff-level roles are scarce and mostly filled through warm intros, but the public ones close in days. Filtering by company size a…

Frontend Developer

Frontend specialist roles are noisy on aggregators because every full-stack JD also surfaces. Tight title-only filters and AI matc…

Backend Developer

Backend roles often hide under broader titles ("Software Engineer", "Server-side Engineer"). Semantic AI matching surfaces them ev…

Full-Stack Developer

Full-stack roles are popular at startups and scale-ups. Job descriptions vary wildly in expected depth — match scoring against you…

DevOps Engineer

DevOps and platform engineering roles are growing fast. Many sit on company career pages weeks before they hit aggregators.

Site Reliability Engineer

SRE roles are concentrated at scale-ups and enterprises. Title-and-stage filtering plus AI fit scoring makes a small inbox out of …

Data Engineer

Data Engineer demand outstrips supply at most companies. Fresh listings move fast — being in the first batch matters.

Data Scientist

Data Scientist roles split into product analytics, applied research, and ML modelling. Title and JD scoring decide which of the th…

Machine Learning Engineer

ML Engineering hiring is hot but JDs vary from "deploy a model in production" to "train foundation models". AI matching against yo…

AI Engineer

AI Engineer is a fast-emerging title. New listings appear on company career pages first and aggregate to LinkedIn hours later.

Security Engineer

Security roles are concentrated at fintech, healthtech, and enterprise SaaS. Niche enough that LinkedIn alerts undersurface them —…

QA Engineer

Quality engineering roles range from manual testing through automation to performance/load. Title alone is misleading — content sc…

Mobile Engineer

Mobile roles split sharply by platform (iOS vs Android vs cross-platform). Match scoring against your CV picks the right thread.

iOS Developer

iOS-specific roles are concentrated at consumer-app companies and dual-platform shops. Newer Swift-only roles surface on LinkedIn …

Android Developer

Android engineering hiring favors Kotlin + Jetpack Compose at modern shops; legacy Java still appears at enterprise. AI matching s…

Flutter Developer

Flutter roles are growing at startups that need cross-platform with one codebase. Niche enough that aggregator alerts miss many — …

React Native Developer

React Native developers sit at the boundary of mobile and web. Many JDs blur the line with full-stack — title-and-content scoring …

Embedded Engineer

Embedded systems roles cluster at IoT, automotive, and hardware-first scale-ups. Most never reach LinkedIn aggregator alerts in ti…

Firmware Engineer

Firmware engineering is concentrated at hardware OEMs and IoT startups. Roles fill quickly through referral; the public ones close…

Cloud Engineer

Cloud Engineer is sometimes a synonym for DevOps, sometimes a distinct role focused on infra design. Match scoring against your CV…

Platform Engineer

Platform engineering is the new SRE-adjacent title at scale-ups. Roles emphasise developer-experience tooling and self-service inf…

Infrastructure Engineer

Infrastructure roles span pure ops, networking, and platform-team work. The boundary with DevOps blurs heavily — read JDs carefull…

Network Engineer

Network roles concentrate at telecom, cloud providers, and large enterprises. Many require certifications (CCNA / CCNP) — keep you…

Database Administrator

DBA roles span Oracle, SQL Server, Postgres, MySQL — each its own market. Title-only filtering misses the cross-platform postings;…

Solutions Architect

Solutions Architect roles split between pre-sales (vendor side) and customer-facing (consulting). The two require very different C…

Software Architect

Software Architect titles concentrate at enterprise — at startups the work happens under the Staff Engineer banner. Filtering by c…

Engineering Manager

EM roles are scarce and often filled by referral. The public ones move fast — and the gap between IC-friendly EM and pure people-m…

Technical Lead

Tech Lead is half-IC half-management at most companies. JDs rarely make the split clear — reading the actual day-to-day in the JD …

DevSecOps Engineer

DevSecOps roles bridge security and platform engineering. Concentrated at fintech, healthtech, and regulated industries — often ha…

Game Developer

Game industry hiring is its own ecosystem — Unity, Unreal, and proprietary engines drive different talent pools. Match scoring mat…

Blockchain Developer

Blockchain hiring is concentrated at protocol companies and Web3 startups. Solidity is dominant; Rust-based chains are a separate …

WordPress Developer

WordPress roles range from theme-tweaking to enterprise WP/WooCommerce engineering. The two markets pay very differently — content…

Salesforce Developer

Salesforce engineering is a self-contained ecosystem with its own certifications and tooling. Demand is steady; high-comp roles cl…

Product Manager

Product roles vary enormously by stage and domain. Filtering by company size and AI-scoring against your CV makes a tractable shor…

Senior Product Manager

Senior PM roles are heavy on past-impact storytelling. The ones that close fastest are at companies with named PM leaders — find t…

Product Designer

Design roles split between brand, product, and motion. Most JDs are written ambiguously — semantic matching against your portfolio…

UX Researcher

UX research roles are scarce and concentrate at scale-ups. Setting an alert for them is the difference between catching one and mi…

Junior Product Manager

Junior PM roles (often "Associate PM" or "PM I") are competitive entry points. Many are filled by internal-rotation candidates bef…

Principal Product Manager

Principal PM is the rare end-of-the-IC-track role. Public postings are uncommon — when one appears it draws hundreds of applicatio…

Group Product Manager

GPM blends people management with product leadership. The split between IC and management work varies more by company than by titl…

UI Designer

UI Designer is sometimes a junior product-design role, sometimes a separate visual-design discipline. Reading the JD carefully sep…

UX Designer

UX Designer is the broader title under which UI, IA, and interaction work cluster. Many companies use it interchangeably with Prod…

Design Lead

Design Lead is the bridge between IC design work and design management. The IC-vs-manager split varies wildly by company.

Growth Marketer

Growth roles span paid acquisition, lifecycle, and product-led growth — three very different jobs under one title. Match scoring p…

Content Marketer

Content roles emphasise portfolio depth. JDs are often vague — semantic matching against your CV catches the ones aligned with you…

SEO Specialist

SEO hiring is concentrated at content-led companies. Most listings are public for less than a week — speed matters.

Product Marketing Manager

PMM roles span GTM strategy, positioning, and competitive intel. The right CV match depends on which of the three the company actu…

Head of Growth

Head of Growth is the senior generalist role spanning acquisition, retention, and monetisation. Concentrated at series-B/C scale-u…

Performance Marketing Manager

Performance marketing roles concentrate budget management across Google, Meta, and TikTok ads. Strong analytical bias; portfolio o…

Paid Search Manager

Paid Search specialist roles run deep on Google Ads and Microsoft Ads. Lifecycle and brand work are usually separate — read the JD…

Social Media Manager

Social Media Manager scope ranges from B2B thought leadership to D2C TikTok production. Portfolio depth matters more than tooling.

Email Marketing Manager

Email marketing concentrates at e-commerce and B2B SaaS. Tooling matters — Klaviyo / HubSpot / Iterable each have their own talent…

Lifecycle Marketing Manager

Lifecycle roles own retention and resurrection. Often fold email + push + in-app messaging together. Concentrated at consumer subs…

Content Strategist

Content Strategist is more senior than Content Marketer — owns information architecture across the brand surface. Often blurs into…

Copywriter

Copywriter scope ranges from ad copy to long-form brand. Portfolio is the deciding factor in 90% of hires — keep it current and ac…

Brand Manager

Brand Manager roles cluster at CPG, D2C, and large tech. Cross-functional partnership with creative + product is the daily work.

Head of Marketing

Head of Marketing roles are scarce and often filled by referral. When one is public, the JD is usually generic — research the comp…

Account Executive

AE roles are heavy on quota size, segment, and deal-cycle length. Filtering for the right band saves dozens of bad-fit application…

Sales Development Representative

SDR is one of the highest-volume roles posted. The differentiator is segment and product complexity, not "SDR experience".

Customer Success Manager

CSM roles range from white-glove enterprise account management to scaled, tech-touch operations. Title alone tells you nothing — J…

Enterprise Account Executive

Enterprise AE roles run 6+ month sales cycles with 7-figure ACVs. Demonstrated logo wins in a relevant segment is often the screen…

Senior Account Executive

Senior AE is the bridge between AE and Strategic / Enterprise. Quota and segment usually scale up; the shape of the day-to-day sta…

Account Manager

Account Manager focuses on existing-customer expansion and renewals. Often confused with Account Executive — the JD reveals which …

Sales Engineer

Sales Engineer (or Solutions Consultant) blends technical depth with customer-facing presence. Concentrated at B2B SaaS with techn…

Solutions Engineer

Solutions Engineer overlaps heavily with Sales Engineer — at some companies the same role, at others post-sale technical implement…

Customer Support Engineer

Technical support engineering roles concentrate at developer tools and APIs. Demands engineering chops + customer empathy — a rare…

Operations Manager

Operations is one of the broadest titles in the market. AI matching against your CV is the only practical way to filter relevant p…

Finance Analyst

Finance analyst roles are heavy on spreadsheet/SQL skills and industry context. Filtering by industry + AI scoring quickly produce…

Recruiter

In-house recruiter roles are in high demand at growing scale-ups. Speed of application matters because most are filled by referral…

Project Manager

PM roles span software, marketing, and operations. Title alone is misleading — content matching against your CV picks the right di…

Chief of Staff

Chief of Staff is a generalist senior-leadership-adjacent role. Heavy on communication, prioritisation, and execution across the o…

Business Operations Manager

BizOps roles sit between strategy and execution at scale-ups. Often a stepping stone into product, finance, or COS roles.

Revenue Operations Manager

RevOps owns the GTM tech stack and pipeline analytics. Concentrated at B2B SaaS at series-B and beyond.

Sales Operations Manager

SalesOps focuses on the sales side of the GTM stack. Often a subset of RevOps; sometimes a standalone discipline at larger orgs.

Data Analyst

Data Analyst roles range from BI report-building to embedded analyst-on-product-team work. The two are very different jobs — JD co…

Business Analyst

Business Analyst spans pure SQL/reporting work, requirements-gathering, and process redesign. Title alone tells you nothing about …

Analytics Engineer

Analytics Engineer is the dbt-centric role bridging data engineering and analytics. Hot demand; concentrated at modern-data-stack …

BI Developer

BI Developer concentrates at enterprise — Power BI, Tableau, Looker each have their own market. Tooling alignment is the screening…

MLOps Engineer

MLOps roles bridge ML and platform engineering. Concentrated at companies with mature ML stacks — early-stage startups usually fol…

Research Scientist

Research Scientist is concentrated at AI labs and tech-research arms. Publications and research-track CV are heavily weighted in s…

Computer Vision Engineer

CV roles concentrate at autonomous-vehicle, robotics, and AR companies. Real-time inference experience is the differentiator.

NLP Engineer

NLP Engineer scope shifted post-LLM era — many roles are now LLM-application engineering rather than pre-2020 NLP modelling.

HR Manager

HR Manager scope ranges from generalist people work to functional ownership (comp, ER, learning). The functional-vs-generalist spl…

HR Business Partner

HRBP is the embedded people-function role — supports a specific business unit. The screening filter is usually domain experience m…

Talent Acquisition Manager

Talent Acquisition Manager runs the recruiting function or a sub-function. Scaling-org-experience and named hiring leaders drive s…

Technical Recruiter

Technical Recruiter roles are concentrated at high-growth tech companies. Sourcing depth and engineering domain literacy are the d…

Head of People

Head of People is the senior generalist people-function role at scale-ups. Concentrated at series-B/C — public listings often hide…

Learning and Development Manager

L&D roles concentrate at enterprises and at scale-ups making first L&D hires. The two markets are very different in scope — JD con…

Controller

Controller roles concentrate at scale-ups making their first senior-finance hire and at established companies replacing tenure. CP…

Accountant

Accountant scope ranges from AP/AR specialist to staff accountant to senior. Title-and-responsibility scoring picks the right leve…

Financial Analyst

Financial Analyst overlaps with FP&A — model-building, forecasting, and business partnership. Industry context is heavily weighted…

Legal Counsel

In-house counsel roles range across commercial, employment, IP, and privacy law. Specialism alignment is the dominant screening fi…

Compliance Officer

Compliance Officer roles concentrate at fintech, healthtech, and regulated industries. Specific regulatory regime experience drive…

Technical Writer

Technical Writer roles concentrate at developer-tools companies and large enterprises. Portfolio links to public docs are heavily …

Implementation Consultant

Implementation roles span post-sale onboarding work — concentrated at B2B SaaS and enterprise software. Domain literacy + customer…

Partnerships Manager

Partnerships Manager roles range from BD-style new-partner sourcing to ecosystem account management. The two are very different jo…

Customer Onboarding Manager

Customer Onboarding overlaps with Implementation Consultant and Customer Success. Reading the JD reveals which discipline a postin…

Community Manager

Community Manager scope is highly variable — from social moderation to developer-relations. Portfolio of community work is the dom…