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Primary Job Responsibilities
Ensuring an excellent user experience of InstructLab, working from the command line interface and command structure, into the core engine/runtime of InstructLab as well as supporting libraries for synthetic data generation, training, evaluation, and more.
Profiling and optimizing the application for performance, memory usage, and security vulnerabilities to prevent negative impact to the user experience.
Monitoring upcoming changes to supporting libraries to help ensure backwards compatibility and users have a smooth upgrade path for the tool.
Evaluating the effectiveness of end user experience with InstructLab via upstream community and customer interactions, and bringing those findings into design improvements of the interface.
Design and build new product features, carrying your feature through all phases of software development and delivery, including: researching and conceptualization, participation in team design review, writing the implementation, authoring a testing strategy and necessary automation, productizing and packaging the code, and supporting its deployment through to end-users.
Take part in the shared responsibility of delivering and maintaining your product.
Run technical initiatives that grow, improve, and scale our existing processes.
Contribute to the development of the open-source projects that comprise Red Hat’s AI family of products.
Regularly communicate with project stakeholders including other teams of Red Hat engineers, product managers, consultants, management, and senior leadership.
Monitor and participate in upstream AI/ML communities, evaluating new AI/ML-related technologies in the space and considering potential integrations and collaborations upstream.
Required Skills
2-5+ years of experience as a software developer, software engineer, or similar roles.
Design thinking skills and ability to partner with product management and user experience designers and engineers to understand end user needs.
Passion, curiosity, and desire to create new things and examine how things work internally.
Solid experience with source code management tools such as Git .
Ability to proactively add new features, debug, identify, and track issues.
Strong experience developing in Python, particularly using libraries such as argparse and click for argument parsing and command structure. Experience with Go and C/C++ languages are not required, but are considered nice to have.
Experience developing unit and integration tests for your code.
Excellent system understanding and troubleshooting capabilities.
Ability to work on your own in a fast-paced, ever-changing environment.
Understanding of how Open Source and Free Software communities work.
Ability to quickly learn and use new tools and technologies and proactively work as a part of a wider team.
Nice to Haves
Familiarity with AI and Machine Learning platforms, tools, and frameworks, such as: Tensorflow, PyTorch, LLaMA.cpp, and Kubeflow.
Experience working with Kubernetes/OpenShift and containers, troubleshooting issues, and working with YAML.
Experience creating Ansible automation scripts.
Experience with hardware accelerators, such as GPU, CUDA, and ROCm.
Understanding of DevOps methodology.
Bachelor's degree or higher in computer science or other related discipline.
The salary range for this position is $104,080.00 - $166,320.00. Actual offer will be based on your qualifications.
Pay Transparency
● Comprehensive medical, dental, and vision coverage
● Flexible Spending Account - healthcare and dependent care
● Health Savings Account - high deductible medical plan
● Retirement 401(k) with employer match
● Paid time off and holidays
● Paid parental leave plans for all new parents
● Leave benefits including disability, paid family medical leave, and paid military leave
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