The position available is for a Machine Learning Engineering Manager – Ads Engagement Modeling at Reddit, one of the largest platforms for user interaction and content engagement on the internet. Reddit is a unique community-driven website that thrives on shared interests, passions, and trust, enabling open conversations among millions of active users. This opportunity is set for a full-time engagement, allowing candidates from anywhere in the USA to apply.
The role is housed within the Engagement Modeling Team, which focuses on creating machine learning models that enhance on-platform user engagement. This includes predictive modeling aimed at improving interactions such as click-through rates and video views. The successful candidate will have the unique opportunity to shape and scale Ads prediction models in line with Reddit’s product goals while advancing the state-of-the-art in machine learning methodologies.
A high-level breakdown of the responsibilities for the Machine Learning Engineering Manager includes:
Set Technical Vision and Strategy: Lead the technical direction by establishing a roadmap that balances innovation in modeling approaches with business goals.
Drive Technical Execution: Oversee the entire model development lifecycle, ensuring each stage from ideation to deployment meets high standards of performance and robustness.
Lead and Mentor a High-Performing Team: Focus on recruiting, mentoring, and retaining top talent in the field of machine learning, while fostering an environment of growth and collaboration.
Collaborate Cross-Functionally: Work closely with product managers, data scientists, and engineers to align ongoing efforts on engagement strategies and model key performance indicators (KPIs).
Innovate in ML Architecture: Develop and optimize model architectures specifically crafted for engagement prediction, utilizing advanced machine learning techniques.
Candidates for the position should possess the following skills and experience:
People Management Experience: Demonstrable prior experience managing machine learning teams with a focus on mentorship and team development.
Technical Vision: Ability to envision and execute a long-term technical strategy that supports company objectives.
Deep ML Expertise: Significant hands-on experience with machine learning models in production environments, showcasing skills in training, evaluating, and deploying models.
Technology Proficiency: At least 4 years of experience with tools like TensorFlow or PyTorch managing the end-to-end machine learning lifecycle effectively.
Strategic Thinking and Communication: Strong capacity to communicate complex technical ideas to diverse audiences, establishing reliable relationships with different teams.
Experience in Ads or Engagement Modeling is a Plus: Familiarity with the advertising domain or engagement modeling will be beneficial.
The role offers a competitive salary range of $230,000 to $322,000 USD, depending on experience and the specific requirements of the job level. Salary negotiations may also consider equity options in the form of restricted stock units and other performance-related incentives at Reddit. Final compensation will be determined based on skills, experience, and other relevant qualifications.
The benefits package includes:
Comprehensive health benefits: medical, dental, and vision insurance.
Flexible working environment: fully remote opportunities or hybrid options in office locations including New York, San Francisco, Los Angeles, and Chicago.
Supportive Policies: generous paid vacation, family planning support, and paid parental leave (four months).
Retirement planning: attractive 401(k) matching to help secure financial futures for employees.
Home Office Setup: stipend for creating a conducive work-from-home environment.
The Machine Learning Engineering Manager position at Reddit offers an exciting opportunity for a skilled professional looking to impact engagement through advanced machine learning solutions. With a commitment to diversity and inclusion, Reddit provides a supportive workplace culture where innovative thinking and technical excellence are valued. Candidates interested in shaping the future of Ads engagement modeling at a leading firm like Reddit should consider applying for this dynamic role.
This job offer was originally published on jobicy.com
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