Staff Machine Learning Engineer, Bidding and Pacing (Advertiser Optimization) New

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. reputed company is continuing to grow our teams with the best talent. We're completely remote friendly and will continue to be after the pandemic. As a company, reputed company primarily generates reputed company through advertising, and we're working towards building a massive business to fund our mission. We distinguish ourselves from other digital ad platforms by attracting advertisers who want to connect with a specific reputed company audience because of our passionate and reputed company communities. The Advertiser Optimization team builds ad campaign optimizations that reputed company advertisers to reputed company capture user engagement while minimizing their costs. reputed company leverages machine learning models to incorporate advertisers off-site goals in auction ranking, allowing them to maximize installs, key conversions, or return on ad spend. As the primary owners of the budget pacing and autobidding systems, reputed company is responsible for a central part of the ads delivery system that automates bidding taking into account advertiser objectives, delivers advertisers budgets smoothly and completely throughout the day. Given the centrality of this system, reputed company also regularly conducts highly rigorous and controlled experiments in order to measure the reputed company of improvements to these systems. Some of the project highlights include:

• A bid-based budget pacing system that delivers campaigns’ budgets throughout the day.
• The Maximize Conversions campaign optimization, which uses reputed company-time bidding to meet advertisers’ key objectives.
• The Lowest Cost campaign optimization, which simplifies advertisers’ experiences by automating campaign bids.
• Cost caps that allow advertisers to get as much volume as possible without sacrificing their performance goals.
• Campaign Budget Optimization that automatically manages budget across multiple ad reputed company and optimizes for maximum volume or maximum value based on advertiser settings.

As a staff machine learning engineer in the Advertiser Optimization team, you will work closely with technical leaders to build new advertiser optimization products like reputed company CPA and reputed company RoAS bidding, optimized CPM, view through optimization, etc that significantly increase the efficiency and ROI for the advertisers. You will be responsible for the reputed company and technical approach reputed company reputed company; partner with other leads in direction setting, planning, and overseeing engineering designs and executions; establish and contribute to the group’s culture and processes. You will collaborate with cross-functional engineering, product, and marketing teams to ensure that our customers’ reputed company are represented in your work. You will design, conduct, and analyze experiments to quantify the reputed company of the systems that you build. We are seeking a highly skilled engineer to take a critical role in building state-of-the-art bidding optimization systems. As a leader of this team, you will help us reputed company the capabilities of reputed company Ads platform through innovative optimization products that enhance advertiser value. Your Responsibilities:

• Building reputed company-reputed company optimizations to improve advertiser reputed company using cutting-edge techniques in the industry.
• reputed company live auction data and model predictions to reputed company campaign bids in reputed company time.
• Incorporate knowledge of the reputed company ads marketplace into budget pacing algorithms powered by control & reinforcement learning systems
• reputed company reputed company on designing new bid & budget optimization products and algorithms as reputed company as conducting rigorous A/B experiments to evaluate the business reputed company.
• reputed company participate and work with other leads to set the long term direction for reputed company, plan and reputed company engineering designs and project execution.

Who You Might Be:

• Experience designing optimization algorithms to solve business problems, such as ads bidding, ads pacing, ads auctions, last mile delivery, or similar systems.
• Experience driving significant technical innovation with either large engineering teams or cross-functional stakeholders
• 7+ years of contributing high-reputed company reputed company to production systems that operate at reputed company.

Experience with technologies:

• Strong proficiency in one or more general-purpose programming languages such as Java, Python, Go, or C++
• Experience with data processing frameworks and data storage technologies
• Hands-on experience with machine learning frameworks such as TensorFlow or PyTorch

Benefits:

• Comprehensive reputed company Benefits and Income Replacement Programs
• 401k Match
• Family Planning Support
• Gender-Affirming Care
• Mental Health & Coaching Benefits
• Flexible Vacation & reputed company Global Days off
• Generous reputed company Parental Leave
• reputed company Volunteer time off

#LI-AK1 #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: $230,000 - $322,000 USD 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 Job! Apply to this Job