Senior ML Data Engineer

Stack

Responsibilities

• ▹Maintain, extend, and improve existing data/ML workflows, and implement new ones to handle high-velocity data
• ▹Provide interfaces and systems that enable ML engineers and researchers to build datasets on demand
• ▹Influence data storage and processing strategies
• ▹Collaborate with the ML team, as well as frontend and backend teams, to build out the data platform
• ▹Reduce time-to-deployment for dashboards and ML models
• ▹Establish best practices and develop pipelines and software that enable ML engineers and researchers to efficiently build and use datasets
• ▹Work with large datasets under performance constraints comparable to those at the largest companies
• ▹Iterate quickly, focusing on shipping early and often so new products or features can reach millions of users

Requirements

• ▹Minimum of 3 years of experience in a data role involving designing and building data stores, feature engineering, and building reliable, high-load data pipelines
• ▹At least 2 years of professional software development experience in a role other than data engineering
• ▹Proficiency in Python and experience working with Kafka infrastructure and distributed data systems
• ▹Deep understanding of SQL and NoSQL databases (preferably Clickhouse)
• ▹Familiarity with public cloud providers (AWS or Azure)
• ▹Experience with CI/CD and orchestration platforms: Kubernetes, containerization, and microservice design
• ▹Proven ability to make independent decisions regarding data processing strategy and architecture

Nice to have

• ▹Experience collaborating across ML, backend, and frontend teams
• ▹Understanding of machine learning fundamentals, including model training, inference, and frameworks such as PyTorch or TensorFlow

Soft skills

What we offer

• ▹Fully remote position with flexible working hours
• ▹An inspiring team of colleagues spread all over the world
• ▹Modern development and deployment workflows
• ▹High impact: lots of users, happy customers, high growth, and cutting-edge R&D
• ▹Flat organization with direct interaction with customer teams

About the company

Intuition Machines uses AI/ML to build enterprise security products used by hundreds of millions of people worldwide. Its best-known product is the hCaptcha security suite.