Coinbase

<div><h2>Responsibilities</h2><ul><li>Own a Critical Risk Domain: Take full technical ownership of a core problem space, such as Scams or Account Takeover. You will design, build, and lead the strategy for all models in this domain.</li><li>Architect and Design Systems: Lead the system design and ar...

software engineering

AI/ML

deploying AI/ML systems into production

technical leadership

designing and deploying large-scale ML systems

Risk ML

deep learning

recommender systems

anomaly detection

Python

TensorFlow

PyTorch

backend systems

data processing

analytics

team collaboration

communication skills

Graph Neural Networks (GNNs)

sequence modeling

LLMs

Feature Stores like Tecton

Model Serving like RayServe

Apache Airflow

Spark

Kafka

Sequential Models (like LSTMs)

MLOps best practices

data analysis

visualization tools

Senior Machine Learning Engineer, Risk AI/ML

<div><h2>Responsibilities</h2><ul><li>Decompose our monolithic Rails app into microservices</li><li>Articulate a long term vision for maintaining and scaling our backend systems.</li><li>Work with engineers, designers, product managers and senior leadership to turn our product and technical vision i...

backend engineering

Rails

microservices

service oriented architecture

high quality, well tested code

Golang

Ruby

Docker

Sinatra

Postgres

MongoDB

Redshift

Blockchains (Bitcoin, Ethereum)

financial systems

high reliability systems

security systems

Crypto-forward experience

onchain activity

Ethereum addresses

dApps

blockchain-based services

Software Engineer, Backend - (Consumer - Products)

<div><h2>Responsibilities</h2><ul><li>Investigate and harness cutting-edge machine learning methodologies, including deep learning, large language models (LLMs), and graph neural networks, to address diverse challenges throughout the company. These challenges encompass areas such as fraud detection,...

machine learning

backend systems at scale

Deep Learning

Logistic Regression

Gradient Boosting trees

data mining

information retrieval

advanced statistics

natural language processing

computer vision

add positive energy

communicate clearly

be curious

be a builder

Flink

Kafka/Kinesis

Snowflake

Hadoop

Hive

model interpretability

responsible AI

visualization

Senior Machine Learning Engineer, Platform