Frontend Engineer
$75k–$160kMid~6 months to transition
Build the interfaces users interact with every day. You'll work closely with designers to turn wireframes into fast, accessible, beautiful web experiences.
Key skills you'll need
ReactTypeScriptCSSGitHTML
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Backend Engineer
$80k–$170kMid~8 months to transition
Design and build the server-side systems, APIs, and databases that power applications at scale.
Key skills you'll need
Node.jsSQLREST APIsDockerPython
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Data Scientist
$85k–$175kMid~10 months to transition
Turn raw data into decisions. You'll build models, run experiments, and communicate findings to non-technical stakeholders.
Key skills you'll need
PythonSQLMachine LearningStatisticsTableau
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DevOps Engineer
$85k–$165kMid~9 months to transition
Keep the lights on at scale. You'll automate deployments, build monitoring systems, and make engineers' lives dramatically easier.
Key skills you'll need
DockerAWSCI/CDKubernetesTerraform
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Product Manager
$90k–$180kMid~6 months to transition
Own the product vision. You sit at the intersection of users, engineering, and business.
Key skills you'll need
RoadmappingAnalyticsSQLUser ResearchFigma
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ML Engineer
$110k–$220kSenior~14 months to transition
Deploy machine learning into the real world. You bridge the gap between research scientists and production engineering.
Key skills you'll need
PythonTensorFlowMLOpsCloudPyTorch
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Cloud Architect
$120k–$220kSenior~12 months to transition
Design the infrastructure that modern software runs on. You translate business requirements into scalable, secure, cost-efficient cloud systems.
Key skills you'll need
AWSAzureGCPTerraformKubernetesNetworking
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Cybersecurity Analyst
$80k–$160kMid~10 months to transition
Defend systems, data, and people from attackers. Monitor threats, investigate incidents, and build the controls that keep organisations safe.
Key skills you'll need
SIEM ToolsNetwork SecurityPenetration TestingOWASPPython
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Mobile Engineer
$85k–$175kMid~8 months to transition
Build the apps people reach for first. Ship polished, performant native and cross-platform experiences for iOS and Android.
Key skills you'll need
React NativeSwiftKotlinXcodeFirebase
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QA Engineer
$70k–$140kMid~6 months to transition
Ship software that actually works. Design test strategies, automate suites, and advocate relentlessly for quality across the entire engineering org.
Key skills you'll need
SeleniumCypressJestAPI TestingCI/CD
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Data Engineer
$95k–$185kMid~10 months to transition
Build the pipelines that make data usable. Design, maintain, and scale the infrastructure analysts and scientists depend on every day.
Key skills you'll need
PythonSQLSparkAirflowdbtData Warehousing
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