ML Salary Prediction

For “Have worked with” fields, values are a single string: entries separated by “;” (e.g. Python;JavaScript).

Profile

Who you are and where you’re based.

What kind of developer are you?Age rangeEducation levelCountry

Work

Role, company, and how you work.

Employment statusWork experience (years)Years you've been codingYour developer roleOrganization sizeIndividual contributor or manager?Remote work setupIndustry

Learning

How you pick up skills—including AI.

How do you learn to code?

Select one or more options. Sent as a single string, entries separated by “;” (e.g. Python;JavaScript), in list order.

Technical documentation (is generated for/by the tool or system)Games or coding challengesColleague or on-the-job trainingVideos (not associated with specific online course or certification)Online Courses or Certification (includes all media types)Books / Physical mediaStack Overflow or Stack ExchangeAI CodeGen tools or AI-enabled appsBlogs or podcastsSchool (i.e., University, College, etc)Other online resources (e.g. standard search, forum, online community)Coding Bootcamp

Learning with AI tools?

Tech stack

Languages, data, platforms, and tools you use.

Used any programming language this year?

Which languages?

Select one or more options. Sent as a single string, entries separated by “;” (e.g. Python;JavaScript), in list order.

AdaAssemblyBash/Shell (all shells)CC#C++COBOLDartDelphiElixirErlangF#FortranGDScriptGoGroovyHTML/CSSJavaJavaScriptKotlinLispLuaMATLABMicroPythonOCamlPerlPHPPowerShellPrologPythonRRubyScalaSQLSwiftTypeScriptVBAVisual Basic (.Net)ZigMojoGleam

Used any database this year?

Which databases?

Select one or more options. Sent as a single string, entries separated by “;” (e.g. Python;JavaScript), in list order.

BigQueryCassandraCloud FirestoreCosmos DBDatabricks SQLDatomicDuckDBDynamodbElasticsearchFirebase Realtime DatabaseH2IBM DB2InfluxDBMariaDBMicrosoft AccessMicrosoft SQL ServerMongoDBMySQLNeo4JOraclePostgreSQLRedisSnowflakeSQLiteSupabaseClickhouseCockroachdbAmazon RedshiftPocketbaseValkey

Used any cloud / platform this year?

Which platforms / tools?

Select one or more options. Sent as a single string, entries separated by “;” (e.g. Python;JavaScript), in list order.

Amazon Web Services (AWS)AnsibleAPTBunCargoChocolateyCloudflareComposerDatadogDigital OceanDockerFirebaseGoogle CloudGradleHerokuHomebrewIBM CloudKubernetesMakeMaven (build tool)Microsoft AzureMSBuildNetlifyNew RelicNinjanpmNuGetPacmanPippnpmPodmanPoetryPrometheusRailwaySplunkSupabaseTerraformVercelViteWebpackYandex CloudYarn

Used any web framework this year?

Which web frameworks?

Select one or more options. Sent as a single string, entries separated by “;” (e.g. Python;JavaScript), in list order.

AngularAngularJSASP.NETASP.NET CoreAstroBlazorDenoDjangoDrupalExpressFastAPIFastifyFlaskjQueryLaravelNestJSNext.jsNode.jsNuxt.jsPhoenixReactRuby on RailsSpring BootSvelteSymfonyVue.jsWordPressAxum

Used any dev environment this year?

Which editors / IDEs?

Select one or more options. Sent as a single string, entries separated by “;” (e.g. Python;JavaScript), in list order.

AiderAndroid StudioBoltClaude CodeCline and/or RooCursorEclipseIntelliJ IDEAJupyter Notebook/JupyterLabLovable.devNanoNeovimNotepad++PhpStormPyCharmRiderRustRoverSublime TextTraeVimVisual StudioVisual Studio CodeVSCodiumWebStormWindsurfXcodeZed

AI

Models, copilots, and agents in your workflow.

Used AI models this year?How often do you use AI coding tools?How do you use AI agents at work?