Engineering Manager, Machine Learning (App Ads)

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The App Adverts Group is entrusted with the event and upkeep of a various set of Machine Studying fashions which can be liable for predictions concerning person set up conversions after partaking with Reddit App. The creation and enhancement of those fashions performs an important function in our group’s efforts to optimize promoting effectiveness and drive enterprise development. We’re on the lookout for a motivated engineering supervisor that can assist us advance our imaginative and prescient. As a various group of software program engineers, product managers, information scientists, and advertisements consultants, we’re excited so that you can be a part of our crew!

Your Duties:

The EM is predicted to set the imaginative and prescient and technique, plan and execute the crew’s technical roadmap, rent candidates in areas of utilized machine studying, information evaluation, large information processing, iterative algorithms, backend companies, to personal and assist constructing the associated advertisements merchandise..

1. Expertise with any one of many following:
1. Adverts Modeling expertise (ideally conversion and/or app set up modeling expertise)
2. [nice to have] Sign loss mitigation (via switch studying, information augmentation, and/or ensemble strategies) 
3. Architecting deep studying fashions
2. Expertise with mainstream ML frameworks (tensorflow/pytorch)
3. Finish-to-Finish expertise of coaching, evaluating, testing, and deploying industry-level fashions
4. Expertise of orchestrating difficult information technology pipelines on large-scale dataset
5. See Job description particulars for extra

High goal behavioral attributes:

The EM is predicted to handle a various crew to concentrate on innovative ML applied sciences. The EM is predicted to construct, develop and arrange the crew in 2024 and past. The EM of the crew will collaborate with totally different practical groups (PM, DS, PMM, Gross sales) and several other engineering groups (advertisements prediction, advertisements conversion modeling, advertisements bidding and optimization, advertisements measurement, advertisements infra platform, advertiser success, advert occasions, advertisements ML, advertisements serving) to construct foundations, interactive algorithms and ML fashions to attain enterprise success and metrics wins.

This function is for a seasoned engineering supervisor, which requires prior expertise of individuals administration.

This function additionally requires somebody with affordable advertisements background and area expertise in conversion modeling, information evaluation, and utilized ML.

1. Ardour of constructing state-of-the-art ML know-how
2. Eagerness to generate out-sized impacts
3. Open-minded and straightforward to work with

Who You Would possibly Be:

• 2+ years of managing ML groups 
• 6+ years of expertise with industry-level ML/deep studying fashions.
• 4+ years of expertise with mainstream ML frameworks (corresponding to Tensorflow and Pytorch).
• 4+ years of end-to-end expertise of coaching, evaluating, testing, and deploying industry-level fashions.
• 4+ years of expertise of orchestrating difficult information technology pipelines on large-scale datasets.
• 2+ years expertise with conversion modeling.
• Expertise with advertisements techniques and advice techniques is a plus.

Advantages:

• Complete Well being advantages
• Retirement Financial savings plan with matching contributions
• Workspace advantages to your dwelling workplace
• Private & Skilled growth funds
• Household Planning Help
• Versatile Trip & Reddit World Days Off

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