RemoteLeaf Logo
Log in Sign up

Senior/Staff Machine Learning Engineer, Data Infrastructure

6 hours, 4 minutes ago
China
Senior
Infrastructure Engineer
DevOps and Infrastructure
Apache Airflow Apache Spark Machine Learning Python
Apply Now
Unity

Unity

Unity is the top platform for real-time 3D content creation, empowering creators across industries to bring their ideas to life with interactive 2D and 3D content.

Internet Software & Services
5K-10K
Founded 2004
View All Jobs 128

Description

  • Develop infrastructure for batch and streaming big data processing using technologies such as Flink, Spark, and Ray.
  • Design and operate large-scale data pipelines that generate training datasets for machine learning training and experimentation.
  • Integrate data pipelines with workflow orchestration systems such as Flyte, Airflow, or similar tools.
  • Improve reproducibility and observability through dataset validation, monitoring, and automated testing.
  • Optimize performance and resource utilization across distributed compute systems used for data processing.
  • Partner closely with ML engineers to support efficient large-scale experimentation and model iteration.
  • Lead architectural improvements to keep offline data pipelines scalable, reliable, and cost-efficient.

Requirements

  • Experience with distributed computing frameworks such as Flink, Spark, or Ray.
  • Experience building infrastructure for training data generation, dataset preparation, or ML feature pipelines.
  • Experience optimizing big data pipelines and infrastructure for cost efficiency.
  • Strong programming skills in Python.
  • Experience working with large-scale distributed workloads.
  • Experience with modern data infrastructure, including data lakes, warehouses, orchestration systems, and streaming platforms.
  • Strong systems thinking and the ability to reason about performance, scalability, reliability, and cost tradeoffs in distributed systems.
  • Proven ability to lead technical direction and influence architectural decisions across teams without formal authority.
  • Strong English communication skills for frequent verbal and written collaboration with global colleagues.

Benefits

  • Comprehensive health, life, and disability insurance.
  • Commute subsidy.
  • Employee stock ownership.
  • Competitive retirement and pension plans.
  • Generous vacation and personal days.
  • Support for new parents through leave and family-care programs.
  • Mental health and wellbeing programs and support.
  • Training and development programs.

Interested in this position?

Apply directly on the company website

Apply Now

Similar Roles

Capital Technology Group

Public Key Infrastructure (PKI) Architect

Capital Technology Group 51-250 Internet Software & Services

Capital Technology Group is seeking a PKI Architect to modernize and support enterprise public key infrastructure and identity trust services for mission-critical federal systems.

United States Full-time Senior Infrastructure Engineer Security Engineer
$110k-$150k
Ansible AWS Azure CI/CD Cybersecurity DevSecOps Docker HashiCorp Vault Kubernetes SonarQube Splunk
6 hours, 4 minutes ago
iFood

Especialista de Dados/IA

iFood 5K-10K Air Freight & Logistics

O iFood está contratando para atuar no desenvolvimento de agentes de IA e soluções de dados aplicadas à monitorização e detecção de fraudes no ecossistema de pagamentos da empresa.

Brazil Senior Data Scientist Machine Learning Engineer
Agile Apache Airflow Apache Spark AWS Git GPT LLM MLOps Python SQL
6 hours, 4 minutes ago
European Dynamics

Cloud Platform Architect (AWS/Azure & Cycloid)

European Dynamics 251-1K IT Services

European Dynamics is hiring a remote Cloud Platform Architect to support a major European Institution’s development team in designing and operating cloud platform solutions on AWS, Azure, and Cycloid.

Belgium Full-time Lead Infrastructure Engineer
AWS Azure Java PostgreSQL Prototyping
6 hours, 4 minutes ago
Booksy

MLOps Engineer

Booksy 251-1K Diversified Consumer Services

Booksy is hiring a Senior ML / MLOps Engineer to help build and productionize machine learning and GenAI systems within its new Data Science & Applied AI function.

Poland Spain United Kingdom Full-time Senior Machine Learning Engineer
Apache Airflow CI/CD dbt GCP Generative AI LLM Machine Learning MLOps Python SQL Terraform Vertex AI
6 hours, 19 minutes ago

You're on a roll! Sign up now to keep applying.

Sign Up

Already have an account? Log in

Used by 14,729+ remote workers