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Tech Stack
Tools & technologiesAWSCloudJavaPythonTerraform
About the role
Key responsibilities & impact- Development of Pruna’s SaaS Platform
- Contribute to the development and maintenance of Pruna’s SaaS cloud platform, designed for model compression and benchmarking
- Design and develop responsive, user-friendly interfaces using basic frontend technologies
- Implement and optimize backend services to support the platform’s functionalities, including model compression, performance evaluation, and user interaction through the UI
- Collaborate with software engineers, ML engineers, and product teams to ensure seamless integration and high-quality user experience
- Oversee the R&D cluster of the company, including individual machines on AWS that users can start and work on daily
- Manage and maintain cluster for ML workload, facilitating the execution of batched experiments and jobs for the team
- Ensure optimal performance, scalability, and reliability of the compute resources used for research and development
- Scale ML Research Engineers' work, manage experimentation setups, pipelines, and testing environments
- Collaborate with MLOps Engineers on the integration of Pruna's solutions in proprietary and established cloud platforms
- Qualify new partnerships, experiment together on new tools and offering for the ML community to generate leads and convert customers
Requirements
What you’ll need- Good understanding of machine learning algorithms and techniques
- Proficiency in programming languages commonly used in MLOps (e.g., Python, C++, Java)
- Experience with infrastructure as code (IaC) tools such as Terraform or CloudFormation
- Experience with public APIs and software quality management
- Expertise in cloud computing platforms
- Experience with containerisation technologies
- Experience in designing, managing, and optimising CI/CD pipelines
- Experience with orchestration tools and automated deployment practices
- Good communication and collaboration skills to work effectively across diverse teams
- Experience in working within an agile development environment
- Strong sense of project ownership and personal responsibility
- Passionate about making AI accessible to everyone.
- Experience with deep learning frameworks is a plus
- Contributions to open-source MLOps projects or communities is a plus
Benefits
Comp & perks- Meal vouchers
- Health & wellness solutions
- Mobility
- Travel policy to visit fellow Pruners
- Remote stipend for your home workspace
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
machine learning algorithmsPythonC++Javainfrastructure as codeTerraformCloudFormationcontainerisation technologiesCI/CD pipelinesorchestration tools
Soft Skills
communication skillscollaboration skillsproject ownershippersonal responsibility
