Senior ML Software Developer (Brahma AI - A DNEG Dedicated Unit of Brahma)

6 months ago

London, United KingdomSenior

Responsibilities

Architect and build Python applications, high-quality tools, services, and web front-end UIs for VFX and feature-animation workflows.
Deploy ML solutions and integrate AI tooling into production pipelines.
Design dashboards, curation tools, job-control interfaces, and review tools for ML and automation workflows.
Collaborate with architects and global stakeholders to implement cost-effective data and MLOps pipelines.
Build, package, configure, troubleshoot, and debug complex software systems across Linux.
Improve efficiency, stability, and observability through profiling, metrics, tracing, diagnostics, and telemetry.
Validate software through unit, integration, and end-to-end testing and maintain CI quality gates.
Produce technical documentation and workflow guides for artists and developers.
Mentor developers, delegate tasks when appropriate, and support escalated troubleshooting.

Experience acting as an architect for Python applications.
Strong Python and Bash programming and shell-scripting skills.
Experience building and troubleshooting non-trivial C++ packages and software using CMake, autotools, setuptools, pip, poetry, and RPM.
Expertise with Linux and command-line environments.
Strong understanding of systems architecture and software engineering fundamentals.
Ability to explain complex technology to non-experts and collaborate across engineering, research, and artist teams.
Experience as a lead on at least one project is preferred.
Experience with package or ports systems, diagnostics, resilience monitoring, Git, issue tracking, and CI/CD or operations tooling is preferred.
Familiarity with Jira, Elastic Stack, Graphite, Grafana, StatsD, Sensu, Jenkins, and GitHub Actions is preferred.
Understanding of networking, filesystems, and environment management is preferred.
Relevant CS or CE education, RHCSA/RHCE certification, and open-source contributions are preferred.

BashC++CMakeFastAPIFlaskGitGitHub ActionsGitLab CI/CDGrafanaGraphiteGraphQLgRPCJavaScriptJenkinsLinux Python React TypeScriptVue.js

5,001-10,000 employees