Data, AI and tech job titles

102 titles · 9,340 open roles

Who is hiring, December 2021

737 postings in the Hacker News thread mention 30 tracked titles; the most mentioned is Full Stack Engineer, in 21% of them.

Titles in this thread

Change: percentage points against a year before
#TitlePostsChange
1Full Stack EngineerWorks across the browser, the API and the database; the default startup hire.21% · e.g. Codecov152+3.2
2Engineering ManagerManages a team of engineers: hiring, delivery and careers.10% · e.g. Bolt75+3.0
3Product ManagerDecides what gets built and why, and gets it shipped.9.0% · e.g. Codecov66+1.5
4Product DesignerDesigns how a product works and looks, from research to the final screen.8.4% · e.g. Stream62+3.7
5Site Reliability EngineerKeeps production up with software: on-call, SLOs and automation; Google's term.6.8% · e.g. Rapid750+0.1
6Data EngineerBuilds the pipelines, warehouses and platforms that move and store data.6.5% · e.g. Even Responsible Finance48+1.1
7DevOps EngineerAutomates builds, deploys and infrastructure; the title that took over from sysadmin.5.7% · e.g. HealthVerity42+0.3
8Staff EngineerThe senior individual-contributor track: technical leadership without managing people.5.0% · e.g. Domino Data Lab37+1.5
9Data ScientistUses statistics and models to answer questions with data; the "sexiest job" of 2012.4.3% · e.g. FreightFlows, Inc32+0.1
10Machine Learning EngineerTrains, ships and maintains machine learning models in production.3.9% · e.g. Medsensio29+0.7
11Platform EngineerBuilds the internal platform other engineers deploy on: clusters, CI, paved roads.3.4% · e.g. FreightFlows, Inc25-0.1
12Security EngineerFinds and fixes weaknesses in systems, code and cloud accounts.3.3% · e.g. MaxMind, Inc24+0.1
13Developer AdvocateRepresents developers to a company and the company to developers: docs, demos, talks.2.3% · e.g. Oso17+1.3
14Solutions EngineerThe technical half of a sale: demos, proofs of concept and integration help.2.0% · e.g. Orbit15+0.0
15Product EngineerA full-stack engineer who owns product decisions too, not just tickets.1.8% · an example posting13+0.6
16Data AnalystAnswers business questions with SQL, dashboards and spreadsheets.1.5% · e.g. Orbit11+0.6
17Founding EngineerOne of a startup's first engineers, usually with equity and a wide remit.1.4% · e.g. MagicBell10+0.5
18Head of DataLeads a company's data team: analytics, data science and data engineering.1.1% · e.g. BrightHire8+1.0
19Blockchain EngineerWrites smart contracts and protocol code; peaked with the 2018 and 2021 crypto cycles.0.90% · e.g. Equilibrium7+0.6
20Research EngineerWrites the code that makes research run: training runs, experiments, infrastructure.0.70% · e.g. Switcher Labs SA5+0.3
21Research ScientistDesigns and runs experiments to push what models can do; usually a PhD role.0.70% · e.g. Genesis Therapeutics5+0.1
22Design EngineerHalf designer, half front-end engineer: prototypes and ships polished interfaces.0.50% · e.g. TerraPower4+0.1
23Technical Product ManagerA product manager for platforms, APIs and developer products.0.50% · e.g. simplesurance GmbH4+0.1
24Analytics EngineerModels raw data into clean, tested tables (usually with dbt) for analysts and dashboards; named by dbt Labs around 2019.0.40% · e.g. Shipyard3+0.4
25MLOps EngineerRuns the training, serving and monitoring infrastructure that ML teams depend on.0.40% · e.g. BenchSci-AI Software3+0.4
26Applied ScientistResearch methods pointed at a product problem; Amazon made the title mainstream.0.30% · e.g. Citrine Informatics2+0.0
27Computer Vision EngineerBuilds models and systems that read images and video, from robots to retail.0.30% · e.g. KeepTruckin2-0.3
28Deep Learning EngineerTrains neural networks; the 2016 to 2019 name for what became ML engineering.0.30% · e.g. Axelera AI2-0.1
29AI EngineerA software engineer who builds products on top of models rather than training them.0.10% · e.g. Axelera AI1-0.5
30NLP EngineerLanguage models before they were large: search, classification, extraction and translation.0.10% · e.g. Infinitus Systems1+0.0