Machine Learning Engineer at Reddit building ads retrieval and ranking systems. Focus on model architectures, large-scale data pipelines, and ML deployment using PyTorch, TensorFlow, and cloud infrastructure.
Job Duties: Build ads retrieval and early ranking system for critical ML tasks with advanced industrial level techniques. Research, implement, test, and launch new model architectures including information retrieval, ANN, recommendation system, deep neural networks within high dimensional information system. Work on large-scale data systems, data pipelines and system engineering on large-scale dataset, backend services and product integration. Collaborate closely with multiple stakeholders across product, engineering, research and marketing. Train, evaluate, test, and deploy machine learning models. Part-time telecommuting is an option. Hybrid work from Reddit offices in New York, NY.
Minimum Requirements: Master’s degree in Data Science, Computer Science or closely related quantitative discipline, and (2) years of experience in the job offered or in any occupation in related field.
Special Skill Requirements: (1) Java, Python, Scala, or C++; (2) Data processing frameworks (Spark and Kafka); (3) cloud service provider (AWS or GCP); (4) Container Orchestration (Kubernetes); (5) CI/CD tooling (Drone, CircleCI, and Spinnaker); (6) Machine Learning modeling framework (Tensorflow and PyTorch); (7) Machine Learning deployment; (8) Model training pipeline (Kubeflow and Ray); (9) Jupyter notebook; (10) Data analysis and reading dashboards; (11) DNN frameworks; (12) Airflow piplines; and (13) SQL and Big Query. Any suitable combination of education, training and experience is acceptable. Part-time telecommuting is an option. Hybrid work from Reddit offices in New York, NY.
Benefits:
Submit a resume with references using the apply button on this posting or by email at: applicationsreview@reddit.com at Req.# 1016.14.2.
Pay Transparency:
This job posting may span more than one career level.
In addition to base 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, Reddit 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 base pay ranges for all US-based job postings regardless of state. We set standard base pay ranges for all roles based on function, level, and country location, benchmarked against similar stage growth companies.
The base pay range for this position is: $223,000.00 - $260,100.00 USD
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