# Carrier path for QA automation engineer with TinyML knowledge

**URL:** <https://discuss.tinyml.seas.harvard.edu/t/carrier-path-for-qa-automation-engineer-with-tinyml-knowledge/734>\
**Category:** Education\
**Created:** [June 4, 2021, 5:00am UTC](https://discuss.tinyml.seas.harvard.edu/t/carrier-path-for-qa-automation-engineer-with-tinyml-knowledge/734 "2021-06-04T05:00:27Z")\
**Posts on this page:** 3\
**Page:** 1

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**Author:** ![pavankumarinfo](https://avatars.discourse-cdn.com/v4/letter/p/edb3f5/32.png) [@pavankumarinfo](https://discuss.tinyml.seas.harvard.edu/u/pavankumarinfo)\
**Post date:** [June 4, 2021, 5:00am UTC](https://discuss.tinyml.seas.harvard.edu/t/carrier-path-for-qa-automation-engineer-with-tinyml-knowledge/734/1 "2021-06-04T05:00:27Z")

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Hi Everyone, Good day. I would like request information regarding the career path for an Test Automation engineer, who like to explore TinyML.

My Query : I had always have this burning question, for general different (cloud/onPrem) commercial applications, we use to perform some testing cycle to make application has no bugs and run smoothly in production environment.

When comes to **AI/Machine Learning zone** , how could we perform testing of these applications? and also how do we explore new career path, when comes to 'supervised / Un-supervised learning" type of AI / ML projects ?

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**Author:** ![FrancisElhelou](https://yyz1.discourse-cdn.com/flex027/user_avatar/discuss.tinyml.seas.harvard.edu/franciselhelou/32/271_2.png) [@FrancisElhelou](https://discuss.tinyml.seas.harvard.edu/u/FrancisElhelou)\
**Post date:** [June 15, 2021, 12:12pm UTC](https://discuss.tinyml.seas.harvard.edu/t/carrier-path-for-qa-automation-engineer-with-tinyml-knowledge/734/2 "2021-06-15T12:12:18Z")

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Very interesting question. I will be following this thread hoping to find an answer with you 🙂

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**Author:** ![vjreddi](https://yyz1.discourse-cdn.com/flex027/user_avatar/discuss.tinyml.seas.harvard.edu/vjreddi/32/35_2.png) [@vjreddi](https://discuss.tinyml.seas.harvard.edu/u/vjreddi)\
**Post date:** [June 16, 2021, 8:47pm UTC](https://discuss.tinyml.seas.harvard.edu/t/carrier-path-for-qa-automation-engineer-with-tinyml-knowledge/734/3 "2021-06-16T20:47:23Z")

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Hi folks,

Thank you for asking these questions. We are actually going to host a AMA session where we connect the learner community with the developer community in the coming few weeks. So stay tuned for that as I think that will address your questions and also open up several new opportunities to work together.