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Engineering31,520 jobsPeople who write, test and run software and hardware: developers, DevOps, QA, machine learning and hardware engineers.

Sales & Business Development13,386 jobsPeople who bring in customers and partners: account executives, sales engineers, business development and partnerships.

Data & Research5,179 jobsPeople who turn data into answers: analysts, data scientists, data engineers and researchers.

Operations4,858 jobsPeople who keep the business running day to day: operations, supply chain, IT, facilities and administration.

Marketing & Community4,829 jobsPeople who make a product known: growth, content, brand, events, community and developer relations.

Compliance & Legal2,872 jobsLawyers and specialists who keep a company inside the rules: legal counsel, compliance, risk, policy and privacy.

Finance & Trading2,812 jobsPeople who manage the money: accounting, financial planning, treasury, tax and, at trading firms, traders and quants.

Product2,722 jobsPeople who decide what gets built and why: product managers, product owners and program managers.

Manufacturing & Trades2,718 jobsPeople who build, test and maintain physical things: technicians, machinists, welders, production and maintenance crews, inspectors.

Security2,407 jobsPeople who protect systems and data: security engineers, analysts, penetration testers and incident response.

People & Recruiting2,310 jobsPeople who hire and look after staff: recruiters, HR partners, people operations and workplace teams.

Customer Support2,074 jobsPeople who help customers after the sale: support, customer success, onboarding and technical account managers.

Design1,992 jobsPeople who shape how a product looks and works: product, UX and brand designers, researchers and writers.

Consulting & Solutions1,671 jobsPeople who set a product up for a customer and advise how to use it: consultants, implementation and solutions specialists, engagement managers.

Supply Chain & Logistics1,273 jobsPeople who buy the parts and move the goods: sourcing, procurement, planning, warehouses, logistics and fleets.

Healthcare1,228 jobsPeople who treat and look after patients, in person or online: nurses, physicians, therapists, pharmacists and care coordinators.

Retail & Hospitality710 jobsPeople who serve customers in a shop, a cafe or a hotel: store staff, key holders, shift leads, cooks and front-desk teams.

Education & Training392 jobsPeople who teach: teachers, tutors, instructors, curriculum writers and the teams that train a company's own staff.

Other4,771 jobsRoles whose title did not fit any of the other groups.