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Google Cloud Machine Learning Engineer

IA y ML · Machine Learning

Route outline availableSome content availableRelated optional certification

This is a route outline: it lists the tools of the role and says what is not written yet. Nothing marked Coming soon can be opened today.

This route is an outline to help you prepare applications to employers, including companies in the United States. It does not guarantee a job, an interview, a visa, sponsorship, a salary or eligibility to work in any country. Check each employer’s requirements yourself.

Tools and aliases come from the roles catalogue and have not been validated against job offers. This page does not state salaries, demand or vacancies for the role. Measure your readiness in Career GPS.

Foundations

Coming soon

What to be comfortable with before the tools of this role.

  • Foundations for Machine Learning: outline not written yet
    Coming soon

Skills

Coming soon

What the role does with its tools.

  • Skills for Google Cloud Machine Learning Engineer: outline not written yet
    Coming soon

Tools of the role

Partly available

The stack that the roles catalogue lists for this role. It has not been validated against job offers.

  • Vertex AI
    Coming soon
  • Python

    Free course available: Python for Data Analysis. It covers only part of this tool.

    Open the free course

    Available
  • Pipelines
    Coming soon
  • BigQuery
    Coming soon

Portfolio projects

Coming soon

Public work that shows the stack in use.

  • Portfolio project with Vertex AI, Python, Pipelines, BigQuery: proposal not written yet
    Coming soon

Job-search preparation

Coming soon

Preparing applications to employers, including US companies: résumé, LinkedIn, GitHub and interviews.

  • Résumé in US format: one page, results-focused and readable by applicant-tracking systems
    Coming soon
  • LinkedIn profile written in English
    Coming soon
  • GitHub profile with pinned portfolio repositories and readable READMEs
    Coming soon
  • Portfolio case-study write-ups
    Coming soon
  • Behavioural interview practice in English (STAR format)
    Coming soon
  • Technical interview practice for this role
    Coming soon

Professional English

Coming soon

Applications to US employers are made in English.

  • Explaining technical decisions aloud in English

    No English level is assessed yet.

    Coming soon
  • Technical interview vocabulary and listening practice

    No English level is assessed yet.

    Coming soon
  • Writing professional emails and READMEs in English

    No English level is assessed yet.

    Coming soon

External resources

Available

Only resources with a verifiable official source are listed.

  • Google Cloud official preparation path for Professional Machine Learning Engineer

    External resource published by the issuer. It is not a Planet STEAM course.

    Open the official page

    Available

Related optional certifications

Available

Verified certifications that Planet STEAM links to this role by editorial judgement, because the official credential title matches it. They are optional, not a universal requirement, and do not guarantee employment.

  • Professional Machine Learning Engineer

    Related optional certification. Planet STEAM links it to this role by editorial judgement, because the official credential title matches the role. It is not a universal requirement and does not guarantee employment. Exam fee listed by the issuer: USD 200, plus taxes and regional differences (checked 2026-11-04). Valid for 2 years according to the issuer.

    Open the official page

    Available

Planet STEAM micro-courses

Coming soon

Small courses of our own for the tools of this role. Proposals only until they are published.

Nothing is listed here yet.