Data, AI and tech job titles

102 titles · 9,340 open roles

Who is hiring, August 2020

638 postings in the Hacker News thread mention 33 tracked titles; the most mentioned is Full Stack Engineer, in 20% 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.20% · e.g. Aha!125+3.6
2Product ManagerDecides what gets built and why, and gets it shipped.9.7% · e.g. Aha!62+1.2
3Site Reliability EngineerKeeps production up with software: on-call, SLOs and automation; Google's term.6.1% · e.g. Tulip39+2.2
4Data ScientistUses statistics and models to answer questions with data; the "sexiest job" of 2012.5.8% · e.g. Thorn37-0.8
5Data EngineerBuilds the pipelines, warehouses and platforms that move and store data.5.0% · e.g. Thorn32-0.5
6Engineering ManagerManages a team of engineers: hiring, delivery and careers.4.9% · e.g. LogicGate31-0.1
7Platform EngineerBuilds the internal platform other engineers deploy on: clusters, CI, paved roads.4.7% · e.g. CourtDrive30+1.0
8Product DesignerDesigns how a product works and looks, from research to the final screen.4.5% · e.g. PAZZING29+0.1
9DevOps EngineerAutomates builds, deploys and infrastructure; the title that took over from sysadmin.4.4% · e.g. SHERPANY28-0.4
10Security EngineerFinds and fixes weaknesses in systems, code and cloud accounts.3.8% · e.g. Aha!24+1.2
11Machine Learning EngineerTrains, ships and maintains machine learning models in production.3.1% · e.g. Shield AI20+0.5
12Staff EngineerThe senior individual-contributor track: technical leadership without managing people.2.0% · e.g. Qualio13+0.3
13Product EngineerA full-stack engineer who owns product decisions too, not just tickets.1.9% · e.g. Chartable12+1.1
14Data AnalystAnswers business questions with SQL, dashboards and spreadsheets.1.1% · e.g. ML67+0.3
15Solutions EngineerThe technical half of a sale: demos, proofs of concept and integration help.0.90% · e.g. Pachyderm6-1.7
16AI EngineerA software engineer who builds products on top of models rather than training them.0.80% · e.g. Layer5+0.3
17Developer AdvocateRepresents developers to a company and the company to developers: docs, demos, talks.0.60% · e.g. OneSignal4-0.6
18Head of DataLeads a company's data team: analytics, data science and data engineering.0.60% · e.g. Koddi4+0.3
19Design EngineerHalf designer, half front-end engineer: prototypes and ships polished interfaces.0.50% · e.g. Roblox3-0.2
20Research ScientistDesigns and runs experiments to push what models can do; usually a PhD role.0.50% · e.g. Genesis Therapeutics3+0.1
21Founding EngineerOne of a startup's first engineers, usually with equity and a wide remit.0.30% · e.g. Select Star2-0.4
22Technical Product ManagerA product manager for platforms, APIs and developer products.0.30% · e.g. Technical product manager2-0.3
23Computer Vision EngineerBuilds models and systems that read images and video, from robots to retail.0.30% · e.g. Caper2+0.0
24Forward Deployed EngineerAn engineer who ships software inside a customer's environment, part builder and part consultant; Palantir coined it, AI labs made it common.0.30% · e.g. Codecov2+0.0
25Analytics EngineerModels raw data into clean, tested tables (usually with dbt) for analysts and dashboards; named by dbt Labs around 2019.0.30% · e.g. Loom2+0.2
26Deep Learning EngineerTrains neural networks; the 2016 to 2019 name for what became ML engineering.0.30% · e.g. Audatic2+0.0
27Blockchain EngineerWrites smart contracts and protocol code; peaked with the 2018 and 2021 crypto cycles.0.30% · e.g. SmartContract2+0.3
28Data Product ManagerTreats data sets and data platforms as products with users and roadmaps.0.20% · e.g. Pex1+0.1
29Research EngineerWrites the code that makes research run: training runs, experiments, infrastructure.0.20% · e.g. Helm.ai1-0.1
30NLP EngineerLanguage models before they were large: search, classification, extraction and translation.0.20% · e.g. Cognii1+0.2
31AI TutorWrites and grades data that teaches a model a language or a subject; a model-training role, not teaching people.0.20% · e.g. Cognii1+0.2
32Big Data EngineerThe Hadoop-era title of the early 2010s, before Spark and cloud warehouses folded it into data engineering.0.20% · e.g. SMX1+0.2
33Applied ScientistResearch methods pointed at a product problem; Amazon made the title mainstream.0.20% · e.g. Citrine Informatics1+0.2