Senior Machine Learning Scientist, Conversion Modeling
- Status
- Open
- Remote policy
- Not stated
- Employment type
- Not stated
- Salary
- Not stated
- Categories
- 225 - Advertising Engineering
- Source
- roku
- First observed
- 2026-08-19 07:55 UTC
- Last seen
- 2026-10-04 17:01 UTC
- Source claims posted
- 2026-05-28 22:30 UTC
- Consecutive misses
- 0 of 3
What the posting says
Teamwork makes the stream work.
Roku is changing how the world watches TV
Roku is the #1 TV streaming platform in the U.S., Canada, and Mexico, and we've set our sights on powering every television in the world. Roku pioneered streaming to the TV. Our mission is to be the TV streaming platform that connects the entire TV ecosystem. We connect consumers to the content they love, enable content publishers to build and monetize large audiences, and provide advertisers unique capabilities to engage consumers.
From your first day at Roku, you'll make a valuable - and valued - contribution. We're a fast-growing public company where no one is a bystander. We offer you the opportunity to delight millions of TV streamers around the world while gaining meaningful experience across a variety of disciplines.
About the team
The Advertising Performance group focuses on performance for all participants in the Advertising ecosystem - Advertisers, Publishers and Roku. The systems and solutions span across different disciplines and technologies to perform realtime multi-objective optimization with distributed systems at large scale and low latencies. We use Machine Learning, Reinforcement Learning, AI, Control and Optimization Systems and Auction Dynamics to solve a large set of complex problems. At the core of this is our Machine Learning, Experimentation and Inference Platform that powers the entire landscape which we continuously evolve over time.
About the role
In this role you will work on applying SOTA research and conduct your own research to develop novel methodologies to solve a large variety of challenging problems in Advertising related to conversion modeling aligned with attribution methodologies/models, calibration, dynamic creative generation and optimization, forecasting and timeseries modeling, yield and margin optimization and Experimentation for A/B and multivariate testing.
We’re looking for a strong technical leader with a solid grasp of core statistical techniques and deep experience in SOTA Deep Learning discriminative and generative models.
For California Only - The estimated annual salary for this position is between $148,750 - $361,000 annually. Compensation packages are based on factors unique to each candidate, including but not limited to skill set, certifications, and specific geographical location. This role is eligible for health insurance, equity awards, life insurance, disability benefits, parental leave, wellness benefits, and paid time off.
What you’ll be doing
Building generative models to generate image and video ads geared towards optimizing performance
Stay at the forefront of advancements in related areas
We’re excited if you have
PhD in a quantitative discipline such as CS, Statistics, Applied Math or a related field
8+ years of experience in applied research using statistical and deep learning techniques
Published paper(s) on deep learning models for Advertising or related areas
Excellent communication and collaboration skills
Preferred Qualifications
Experience in the Advertising domain
Contributions to open-source ML projects
#LI-DH2
What's Roku's approach to hybrid working?
Roku fosters an inclusive and collaborative environment where teams generally work in the office Monday through Thursday. Fridays are generally flexible for remote work, except for employees whose specific roles or assigned office location require five days' a week attendance.
What are some of the benefits?
Roku is committed to offering a diverse range of benefits as part of our compensation package to support our employees and their families. Our comprehensive benefits include global access to mental health and financial wellness support and resources. Local benefits include statutory and voluntary benefits which may include healthcare (medical, dental, and vision), life, accident, disability, commuter, and retirement options (401(k)/pension). Employees are supported in taking time off, in accordance with local leave policies and other personal needs to support their evolving work and life needs. It's important to note that not every benefit is available in all locations or for every role. For details specific to your location, please consult with your recruiter.
Accommodations
Roku welcomes applicants of all backgrounds and provides reasonable accommodations and adjustments in accordance with applicable law. If you require reasonable accommodation at any point in the hiring process, please direct your inquiries to [email protected].
What should I know about Roku's culture?
Roku is a great place for people who want to work in a fast-paced environment where everyone is focused on the company's success rather than their own. We try to surround ourselves with people who are great at their jobs, who are easy to work with, and who keep their egos in check. We appreciate a sense of humor. We believe a fewer number of very talented folks can do more for less cost than a larger number of less talented teams. We're independent thinkers with big ideas who act boldly, move fast and accomplish extraordinary things through collaboration and trust. In short, at Roku you'll be part of a company that's changing how the world watches TV.
We have a unique culture that we are proud of. We think of ourselves primarily as problem-solvers, which itself is a two-part idea. We come up with the solution, but the solution isn't real until it is built and delivered to the customer. That penchant for action gives us a pragmatic approach to innovation, one that has served us well since 2002.
To learn more about Roku, our global footprint, and how we've grown, visit https://www.weareroku.com/factsheet.
By providing your information, you acknowledge that you want Roku to contact you about job roles, that you have read Roku's Applicant Privacy Notice, and understand that Roku will use your information as described in that notice. If you do not wish to receive any communications from Roku regarding this role or similar roles in the future, you may unsubscribe at any time by emailing [email protected].
Quality
- x Salary range stated weight 35%
- x Remote policy stated weight 20%
- + Location stated weight 15%
- + Organisation stated weight 15%
- + Publication date stated weight 15%
Based on 208 observation(s).
- + Days open - fineOpen for 46 days so far
- + Reopen count - fineNever reopened
- + Salary range removed after publication - fineSalary range has not been removed since publication
- + Salary range narrowed - fineSalary range has not narrowed since publication
- + Missing/reappear cycles - fineNo missing-then-reappeared cycles observed
Timeline
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#609075 2026-09-06 23:49 UTCModified
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#613338 2026-09-07 07:50 UTCModified
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#619641 2026-09-07 15:53 UTCModified
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#623299 2026-09-07 19:53 UTCModified
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#626212 2026-09-07 23:53 UTCModified
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#628570 2026-09-08 03:53 UTCModified
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#635277 2026-09-08 11:56 UTCModified
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#638526 2026-09-08 15:56 UTCModified
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#642715 2026-09-08 19:58 UTCModified
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#646783 2026-09-08 23:59 UTCModified
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#651783 2026-09-09 08:00 UTCModified
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#655912 2026-09-09 12:01 UTCModified
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#659696 2026-09-09 16:02 UTCModified
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#663490 2026-09-09 20:02 UTCModified
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#670162 2026-09-10 04:06 UTCModified
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#674204 2026-09-10 08:13 UTCModified
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#677096 2026-09-10 12:14 UTCModified
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#681697 2026-09-10 16:15 UTCModified
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#686179 2026-09-10 20:16 UTCModified
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#692373 2026-09-11 04:18 UTCModified
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#700034 2026-09-11 13:21 UTCModified
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#704047 2026-09-11 17:29 UTCModified
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#708021 2026-09-11 21:31 UTCModified
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#710811 2026-09-12 01:32 UTCModified
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#715148 2026-09-12 09:32 UTCModified
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#716798 2026-09-12 13:32 UTCModified
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#718110 2026-09-12 17:32 UTCModified
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#720219 2026-09-12 21:32 UTCModified
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#724511 2026-09-13 05:32 UTCModified
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#727003 2026-09-13 09:32 UTCModified
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#733423 2026-09-13 21:33 UTCModified
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#735111 2026-09-14 01:34 UTCModified
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#736792 2026-09-14 05:35 UTCModified
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#740719 2026-09-14 09:37 UTCModified
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#748249 2026-09-14 17:44 UTCModified
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#754583 2026-09-14 21:44 UTCModified
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#758693 2026-09-15 01:44 UTCModified
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#765488 2026-09-15 09:44 UTCModified
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#773251 2026-09-15 17:46 UTCModified
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#778438 2026-09-15 21:47 UTCModified
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#795297 2026-09-16 17:51 UTCModified
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#801433 2026-09-16 21:52 UTCModified
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#805268 2026-09-17 01:53 UTCModified
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#808023 2026-09-17 05:54 UTCModified
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#811085 2026-09-17 09:55 UTCModified
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#814283 2026-09-17 13:55 UTCModified
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#817679 2026-09-17 17:56 UTCModified
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#824561 2026-09-18 01:58 UTCModified
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#827052 2026-09-18 05:59 UTCModified
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#831518 2026-09-18 10:02 UTCModified
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#836969 2026-09-18 14:08 UTCModified
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#841938 2026-09-18 18:08 UTCModified
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#849982 2026-09-18 22:09 UTCModified
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#854488 2026-09-19 02:09 UTCModified
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#857296 2026-09-19 06:09 UTCModified
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#859852 2026-09-19 10:10 UTCModified
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#862262 2026-09-19 14:11 UTCModified
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#867842 2026-09-19 22:11 UTCModified
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#872168 2026-09-20 06:12 UTCModified
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#874649 2026-09-20 10:12 UTCModified
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#878210 2026-09-20 14:13 UTCModified
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#882386 2026-09-20 22:15 UTCModified
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#884988 2026-09-21 02:16 UTCModified
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#890142 2026-09-21 10:18 UTCModified
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#902981 2026-09-21 18:20 UTCModified
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#909728 2026-09-21 22:25 UTCModified
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#913048 2026-09-22 02:27 UTCModified
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#916137 2026-09-22 06:27 UTCModified
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#923167 2026-09-22 14:32 UTCModified
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#935272 2026-09-23 02:35 UTCModified
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#937916 2026-09-23 06:36 UTCModified
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#941827 2026-09-23 10:37 UTCModified
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#947253 2026-09-23 14:38 UTCModified
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#953418 2026-09-23 18:45 UTCModified
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#957575 2026-09-23 22:46 UTCModified
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#960714 2026-09-24 02:47 UTCModified
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#963844 2026-09-24 06:48 UTCModified
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~
#968038 2026-09-24 10:49 UTCModified
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#985030 2026-09-24 22:52 UTCModified
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~
#988472 2026-09-25 02:53 UTCModified
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~
#991084 2026-09-25 06:54 UTCModified
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~
#995758 2026-09-25 10:55 UTCModified
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~
#1001009 2026-09-25 15:02 UTCModified
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~
#1004151 2026-09-25 19:02 UTCModified
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~
#1008208 2026-09-25 23:02 UTCModified
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~
#1011185 2026-09-26 03:02 UTCModified
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~
#1013847 2026-09-26 07:03 UTCModified
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~
#1015747 2026-09-26 11:04 UTCModified
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#1018261 2026-09-26 15:04 UTCModified
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~
#1023613 2026-09-26 23:06 UTCModified
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~
#1025902 2026-09-27 03:07 UTCModified
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~
#1027356 2026-09-27 07:08 UTCModified
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~
#1034951 2026-09-27 19:11 UTCModified
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~
#1037497 2026-09-27 23:11 UTCModified
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~
#1039309 2026-09-28 03:12 UTCModified
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~
#1041332 2026-09-28 07:14 UTCModified
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~
#1044628 2026-09-28 11:15 UTCModified
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~
#1052749 2026-09-28 19:28 UTCModified
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~
#1055350 2026-09-28 23:28 UTCModified
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~
#1057716 2026-09-29 03:29 UTCModified
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~
#1064242 2026-09-29 11:29 UTCModified
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~
#1074758 2026-09-29 19:37 UTCModified
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~
#1078582 2026-09-29 23:41 UTCModified
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~
#1084090 2026-09-30 03:41 UTCModified
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~
#1089610 2026-09-30 11:41 UTCModified
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#1093865 2026-09-30 15:41 UTCModified
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#1097625 2026-09-30 19:43 UTCModified
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#1101192 2026-09-30 23:52 UTCModified
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#1103966 2026-10-01 03:52 UTCModified
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#1107206 2026-10-01 07:56 UTCModified
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#1110339 2026-10-01 11:57 UTCModified
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#1146007 2026-10-03 00:36 UTCModified
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#1149665 2026-10-03 04:37 UTCModified
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