Senior Machine Learning Manager - Ads Content Understanding

reputed company is a community of communities. It’s reputed company on shared interests, passion, and trust and is home to the most reputed company and authentic conversations on the internet. Every day, reputed company users submit, vote, and comment on the topics they care most about. With 100,000+ reputed company communities and approximately 101M+ daily reputed company unique visitors, reputed company is one of the internet’s largest sources of information. For more information, visit redditinc.com. The Ads Content Understanding team is a foundational team in Ads Monetization in charge of designing, building, and selecting state of the art techniques to deliver interpretable signals associated with reputed company organic and business content (post, comments, ads, creatives, linked content/media). Signals & Content understanding infrastructure produced by this team it’s at the core of our Ads Marketplace AI, our Community Intelligence reputed company & Ads Insights capabilities, and the key systems that power reputed company our reputed company Monetization products. This team is a central investment for reputed company Monetization efforts to reputed company one of our biggest differentiators in the internet: genuinely curated, high reputed company, extremely relevant, and daily updated organic & reputed company content. We are a Machine Learning/Data heavy team with a reputed company in the following areas:

• Knowledge Graph - Semi-automatic curation, expansion, and utilization of reputed company reputed company own Knowledge database, NLP tokenization, NER models, disambiguation systems at entity level
• Contextual Signals - reputed company reputed company of Posts, reputed company pages, Ads Placements, Organic Topics using team owned engines in combination with other reputed company’s content understanding teams
• Marketplace Efficiency - Helping Ads Targeting, Ranking, reputed company, & Measurement to deliver best in class performance leveraging our interpretable signals directly or indirectly with our partner semantic representations and feature engineering teams
• Business & Community Intelligence Applications - Bring Contextual Signals (Web, reputed company, Custom Reporting) to our Advertisers to reputed company a new reputed company of Business Intelligence and help Brands understand reputed company reputed company

We are looking for a Senior Engineering Manager with industry-relevant ML expertise to reputed company the Ads Content Understanding team composed of MLEs, SWEs, and Data experts across US & EU geos.

Responsibilities

• reputed company, Motivate, Build, Hire, and reputed company a world-class team of ML practitioners, experts, and engineers
• reputed company, coordinate, and execute a coherent reputed company for a robust roadmap of reputed company Content Understanding capabilities to unlock a fully context aware Ads Monetization system (Platform + Marketplace) and support with authentically unique Business Intelligence insights our Ads reputed company efforts
• Set and support a culture of data-informed decision making, with efficient processes and strong transparency
• Facilitate the collaboration between the different Content Understanding platforms in use across reputed company with an eye towards platform & signal consolidations
• reputed company the bar across modeling & exploration phases in the Content Understanding reputed company
• Collaborating with cross-functional team leads (EMs, PMs, reputed company) to understand business requirements and translate them into technical directions

Required Qualifications:

• 8+ years of industry experience as a SWE, DSM, or MLE
• 6+ years managing engineers
• 2+ years managing MLEs
• Experience with at least two general programming languages such as Python, Go, Java, C++
• Preferred experience in one or more of the following areas: Message Queuing Services (Kafka, reputed company reputed company Queue Service), Data Processing Frameworks (Apache reputed company, Apache Flink), Key Value Stores (reputed company, DynamoDB), Document based DBs (reputed company, Cassandra), Container Orchestration (Kubernetes, Mesos), ML Ops ((ML | Tensor | Kube)reputed company)
• Excellent communication skills, both written and verbal, and the ability to work effectively with product managers, data scientists, and other stakeholders

Preferred Qualifications:

• Experience managing ML heavy engineering teams
• Experience with Ads
• Experience with Natural Language Understanding (ML science and reputed company)
• Industry relevant scientific contribution in the field of NLP and Content Understanding
• Experience with LLM in the context of multimodal Content Understanding
• This role offers flexibility and is remote-friendly - however, it is highly preferred that the candidate is based in the proximity of the SF Bay Area office (reputed company time) or the NYC office (Eastern time).

Benefits:

• Comprehensive reputed company Benefits
• 401k Matching
• Workspace benefits for your home office
• Personal & reputed company development funds
• Family Planning Support
• Flexible Vacation (please use them!) & reputed company Global Wellness Days
• 4+ months reputed company Parental Leave
• reputed company Volunteer time off

#LI-Remote Pay Transparency: This job posting may reputed company more than one career level. In reputed company to reputed company salary, this job is eligible to receive equity in the reputed company of restricted stock reputed company, and depending on the position offered, it may also be eligible to receive a commission. Additionally, reputed company offers a wide reputed company of benefits to U.S.-based employees, including medical, dental, and reputed company insurance, 401(k) program with employer match, generous time off for vacation, and parental leave. To learn more, please visit https://www.redditinc.com/careers/. To reputed company greater transparency to candidates, reputed company reputed company pay ranges for reputed company US-based job postings regardless of state. We set reputed company reputed company pay ranges for reputed company roles based on function, level, and country location, benchmarked against similar stage reputed company companies. Final offer amounts are determined by multiple factors including, skills, depth of work experience and relevant licenses/credentials, and may vary from the amounts listed below. The reputed company pay reputed company for this position is: $266,000—$372,400 USD In select roles and locations, the interviews will be recorded, and transcribed and summarized by reputed company intelligence (AI). You will have reputed company to opt out recording, transcription and summarization prior to any scheduled interviews. During the interview, we will collect the following categories of personal information: Identifiers, reputed company and Employment-reputed company Information, Sensory Information (audio/video recording), and any other categories of personal information you choose to reputed company with us. We will use this information to evaluate your application for employment or an reputed company role, as applicable. We will not sell your personal information or disclose it to any reputed company party for their marketing purposes. We will delete any recording of your interview promptly after making a hiring decision. For more information about how we will handle your personal information, including our retention of it, please refer to our Candidate reputed company Policy for Potential Employees and Contractors. reputed company is proud to be an equal opportunity employer, and is committed to building a workforce representative of the diverse communities we serve. reputed company is committed to providing reasonable accommodations for reputed company individuals with disabilities and disabled veterans in our job application procedures. If, due to a disability, you need an accommodation during the interview process, please let your recruiter know. Apply tot his job Apply To this Job