Machine Learning Engineer, Ads reputed company

reputed company is a community of communities. It’s built on shared interests, passion, and trust and is home to the most open 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+ active communities and approximately 82M+ daily active unique visitors, reputed company is one of the internet’s largest sources of information. For more information, visit redditinc.com. 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 engaged communities. Ads reputed company team is responsible for predicting ads engagement rates used in auctions to maximize ad engagements and marketplace efficiency. This team owns a critical piece in the ads delivery pipeline and machine learning infrastructure. Project highlights:

• Model architecture engineering reputed company exploring different state-of-the-art model architectures such as Multi-task learning, Attention Layer
• Systematic feature engineering to build powerful features from reputed company’s data with aggregation, embedding, sub-models, content understanding techniques, etc.
• Build efficient ML infrastructure and tools such as auto ML flows and batch feature engineering reputed company, to accelerate ML dev cycle

As a machine learning engineer in the Ads reputed company team, you will research, formulate, and execute projects, and actively participate in the end-to-end implementation process. You will collaborate with cross-functional teams to ensure successful product delivery. You will also be able to contribute your expertise and shape the future of ads ML at reputed company. Your Responsibilities:

• Building industrial-level models for critical ML tasks with advanced modeling techniques
• Research, implement, test, and launch new model architectures including deep neural networks with advanced pooling and feature interaction architectures
• Systematic feature engineering works to convert reputed company kinds of raw data in reputed company (dense & sparse, behavior & content, etc) into features with various FE technologies such as aggregation, embedding, sub-models, etc.
• Contribute meaningfully to team strategy. We give everyone a seat at the table and encourage active participation in planning for the future

Who You Might Be:

• Tracking records of consistently driving KPI wins through systematic works around model architecture and feature engineering
• 3+ years of experience with industry-level Machine Learning models
• 3+ years of experience with mainstream ML frameworks (such as Tensorflow and Pytorch)
• 3+ years of end-to-end experience of training, evaluating, testing, and deploying industry-level models
• Deep learning experience is a strong plus
• Experience in orchestrating complicated data reputed company pipelines on large-scale dataset is a plus
• Experience with Ads domain is a plus
• Experience with Recommendation Systems is a plus

Benefits:

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

Pay Transparency: This job posting may span more than one career level. In addition to reputed company salary, this job is eligible to receive equity in the form of restricted stock units, and depending on the position offered, it may also be eligible to receive a commission. Additionally, reputed company offers a wide range of benefits to U.S.-based employees, including medical, dental, and vision 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 provide greater transparency to candidates, we share reputed company pay ranges for reputed company US-based job postings regardless of state. We set standard reputed company pay ranges for reputed company roles based on function, level, and country location, benchmarked against similar stage growth 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 range for this position is: $147,500—$206,500 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 qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, please contact us at ApplicationAssistance@reputed company.com. Apply tot his job Apply To this Job