Remote Senior Machine Learning Engineer, Growth ML

Description:

• Reddit is seeking a Senior Machine Learning Engineer to join the Growth ML team, which focuses on enhancing user journeys from acquisition to personalized onboarding.
• The role involves tackling complex problems and building solutions from the ground up, with a strong emphasis on recommendation systems, ranking, and deep learning.
• The position is high-impact, influencing both technical and product strategy, and aims to drive key metrics like daily active users and user retention.
• Responsibilities include collaborating with engineers to improve recommendation systems, training and deploying machine learning models, participating in the full software development cycle, and working with large-scale data and product integration.

Requirements:

• Candidates must have 5+ years of professional experience as a Machine Learning Engineer, specifically with data-intensive systems and production-quality software, preferably in Python or Golang.
• Experience with recommendation systems, ranking algorithms, or deep learning models is required.
• A strong theoretical knowledge of machine learning and statistical concepts, including feature engineering, model training, and evaluation, is necessary.
• Proven experience with large-scale data processing technologies such as Kubeflow, Airflow, BigQuery, GraphQL, Kafka, and Redis is essential.
• Proficiency in SQL and the ability to derive insights from large datasets is required.
• Candidates should be passionate about building user-centric products and possess excellent communication and teamwork skills.
• Experience with stream processing platforms like Kafka, Flink, and KSQL is a plus.

Benefits:

• Reddit offers comprehensive healthcare benefits, including medical, dental, and vision insurance.
• The company provides 401k matching and workspace benefits for home offices.
• Personal and professional development funds are available to employees.
• Family planning support and flexible vacation policies, including Reddit Global Wellness Days, are offered.
• Employees receive 4+ months of paid parental leave and paid volunteer time off.
• The position includes equity in the form of restricted stock units, with a base pay range of $216,700 - $303,400 USD.