Software Engineer, Core Machine Learning

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Requirements:

• 4+ years of experience.
• Bachelor’s degree in Computer Science, Statistics, Applied Mathematics or related field, or equivalent work experience.
• 3+ years of software engineering experience building and maintaining production systems for consumer-scale loads.
• 1+ years of professional experience developing software in Python.
• Ability to work autonomously and drive initiatives across multiple product areas.
• Experience with operational, search, and key-value databases such as PostgreSQL, DynamoDB, Elasticsearch, Redis.
• Familiarity with visualization tools like DataDog, Grafana.
• Experience with cloud computing platforms like AWS Sagemaker, Lambda, Kinesis, S3, EC2, EKS/ECS, Apache Kafka, Flink.
• Professionalism in collaborating in a remote working environment.
• Exceptional documentation and communication skills.

Responsibilities:

• Take a leading role in deploying ML models on business critical surfaces & flows.
• Improve infrastructure to enable new use cases, e.g., spinning up an ANN-based retrieval stack.
• Develop scalable machine learning design patterns for safe model deployment.
• Define and advance the technical approach to scalable machine learning.
• Flexibility to tackle new challenges as they arise.