Senior ML Software Developer, ML Technology
Double Negative7 months ago
Bengaluru, IndiaSenior
Responsibilities
- Architect, build, package, configure, and troubleshoot Python applications and complex software systems.
- Deploy ML solutions and integrate AI tooling into VFX production workflows.
- Design and build web front-end UIs for dashboards, curation, job control, and review workflows.
- Implement cost-effective data and MLOps pipelines in collaboration with stakeholders and architects.
- Develop performance-critical components, services, APIs, and automation across Linux environments.
- Improve efficiency, stability, and observability through profiling, metrics, tracing, and diagnostics.
- Validate software with unit, integration, and end-to-end testing and maintain test coverage gates.
- Enforce formatting, linting, typing, code review, modularity, security, telemetry, and backward-compatibility standards.
- Write technical documentation and workflow guides for artists and developers.
- Manage escalated troubleshooting and debugging for ML-driven tools and services.
- Mentor developers, assign tasks where appropriate, collaborate across teams, and report to the Head of ML Technology.
Requirements
- Experience acting as an architect for Python applications.
- Strong Python, Bash, C++11–17, CMake, and Linux command-line skills.
- Experience building and troubleshooting non-trivial packages using autotools, setuptools/pip/poetry, and RPM.
- Solid understanding of systems architecture and software engineering fundamentals.
- Ability to explain complex technology to non-experts and collaborate effectively across teams.
- Experience as a lead on at least one project is preferred.
- Significant experience with a major package or ports system is preferred.
- Experience monitoring, collecting, and analyzing diagnostics to improve resilience is preferred.
- Practical experience with Git and issue-tracking systems such as Jira is preferred.
- Familiarity with Elastic Stack, Graphite/Grafana/StatsD, Sensu, Jenkins, or GitHub Actions is preferred.
- Understanding of networking, filesystems, environment management, and other system-administration responsibilities is preferred.
- Relevant CS/CE qualifications, RHCSA/RHCE certification, and open-source contributions are preferred.
Tech Stack
BashC++CMakeFastAPIFlaskGitGitHub ActionsGitLab CI/CDGrafanaGraphiteGraphQLgRPCJavaScriptJenkinsLinuxPythonReactTypeScriptVue.js
Categories
About Double Negative
Double Negative (DNEG) provides visual effects, feature animation, stereo conversion, and production technology services to film, television, streaming, and immersive-content studios. Founded in 1998 and headquartered in London’s Fitzrovia, it is privately held under parent company Prime Focus World. The studio is known for work on major releases and has received multiple Academy Awards for Best Visual Effects.