Redaptive, Inc.
Data Scientist
Job Description
Company Description
At Red Hat, we connect an innovative community of customers, partners, and contributors to deliver an open source stack of trusted, high-performing solutions. We offer cloud, Linux, middleware, and virtualization technologies, together with award-winning global customer support, consulting, and implementation services. Red Hat is a rapidly growing company supporting more than 90% of Fortune 500 companies.
Job Summary
Red Hat’s Global Engineering team is looking for an experienced data scientist to join the InstructLab team. In this role, you’ll contribute directly to Red Hat’s rapidly growing AI/ML (artificial intelligence and machine learning) family of products. You will be responsible for the investigation, evaluation, integration, and development of open source AI/ML systems and functionality to improve the overall development and operations of both Red Hat’s downstream AI products and upstream open source AI projects. Qualified data scientists in this role regularly participate in design reviews and productization for major product features and bug fixes, and are experienced and comfortable working with Linux-based operating systems.
The ideal candidate will be a highly collaborative individual with a passion for working on complex projects in an open organization where contributions are valued and expected from all levels. This job role will require engaging in upstream open source communities. As this is a fast-moving area of opportunity for Red Hat, the ability to communicate productively and effectively with team members, stakeholders, and Red Hat leadership is critical.
This position reports directly to a Manager of Software Engineering for InstructLab. This position must have the ability to partner collaboratively in our Boston, MA office at least 3 days per week.
Primary Job Responsibilities
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Develop innovative capabilities for open source platforms used for building, training, testing, and serving models for AI-enabled applications, carrying your work through all phases of software development and delivery, including: researching and conceptualization, 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.
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Monitor and participate in upstream open source AI/ML communities, evaluating new AI/ML-related technologies in the space and considering potential integrations and collaborations upstream.
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Regularly reading papers and keeping up with AI/ML developments, particularly in the Generative AI space.
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Promote and foster Red Hat’s open-source value proposition as it pertains to AI/ML engineering and product infusion and development.
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Contribute to the development of the open-source projects that comprise Red Hat’s AI family of products.
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Take part in the shared responsibility of delivering and maintaining assigned products.
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Regularly communicate with project stakeholders including other teams of Red Hat engineers, product managers, consultants, management, and senior leadership.
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Take on the role of Subject Matter Expert, as needed, per domain and project.
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Lead, coach and collaborate with junior engineers as they build AI/ML knowledge and skills.
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Coordinate and collaborate with external teams, including IBM Research on key strategic vision and implementation details.
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Share our experiments and learnings from an experienced position in the Data Science community through blogs, presentations, new ideas and existing work at various technical outlets and conferences.
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Promote upstream acceptance and community building.
Required Skills
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Bachelor’s degree in computer science, data science, computer engineering or equivalent
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5+ years of experience as a data scientist (or similar roles).
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Extensive, advanced experience with Python development.
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Experience with AI and Machine Learning platforms, tools, and frameworks, such as: Tensorflow, PyTorch, LLaMA.cpp, and Kubeflow.
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Experience working with Kubernetes/OpenShift and containers, troubleshooting issues, and working with YAML.
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Experience with Cloud Native Technologies and Platforms (e.g. Kubernetes)
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Demonstrates knowledge of unit testing frameworks and methodologies
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Demonstrates knowledge of machine learning relevant mathematics and statistics.
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Strong self-motivation and organizational skills.
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Demonstrates ability to context switch between multiple concurrent projects.
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Excellent English written and verbal communication skills.
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Collaborative attitude and willingness to share ideas openly.
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Ability to quickly learn and use new tools and technologies.
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Passion for developing open source software.
Nice to Haves
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Familiarity with participating in an agile development team
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Experience writing Kubernetes controllers and operators.
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Experience creating Ansible automation scripts.
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Experience with big data storage techniques, such as Parquet, Avro, and S3.
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Experience with hardware accelerators, such as GPU, CUDA, and ROCm.
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Understanding of DevOps methodology.
The salary range for this position is $127,890.00 – $211,180.00. Actual offer will be based on your qualifications.
Pay Transparency
Red Hat determines compensation based on several factors including but not limited to job location, experience, applicable skills and training, external market value, and internal pay equity. Annual salary is one component of Red Hat’s compensation package. This position may also be eligible for bonus, commission, and/or equity. For positions with Remote-US locations, the actual salary range for the position may differ based on location but will be commensurate with job duties and relevant work experience.
About Red Hat
Red Hat
is the world’s leading provider of enterprise
open source
software solutions, using a community-powered approach to deliver high-performing Linux, cloud, container, and Kubernetes technologies. Spread across 40+ countries, our associates work flexibly across work environments, from in-office, to office-flex, to fully remote, depending on the requirements of their role. Red Hatters are encouraged to bring their best ideas, no matter their title or tenure. We’re a leader in open source because of our open and inclusive environment. We hire creative, passionate people ready to contribute their ideas, help solve complex problems, and make an impact.
Benefits
- 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
- Additional benefits including employee stock purchase plan, family planning reimbursement, tuition reimbursement, transportation expense account, employee assistance program, and more!
Note: These benefits are only applicable to full time, permanent associates at Red Hat located in the United States.
Diversity, Equity & Inclusion at Red Hat
Red Hat’s culture is built on the open source principles of transparency, collaboration, and inclusion, where the best ideas can come from anywhere and anyone. When this is realized, it empowers people from diverse backgrounds, perspectives, and experiences to come together to share ideas, challenge the status quo, and drive innovation. Our aspiration is that everyone experiences this culture with equal opportunity and access, and that all voices are not only heard but also celebrated. We hope you will join our celebration, and we welcome and encourage applicants from all the beautiful dimensions of diversity that compose our global village.
Red Hat’s culture is built on the open source principles of transparency, collaboration, and inclusion, where the best ideas can come from anywhere and anyone. When this is realized, it empowers people from diverse backgrounds, perspectives, and experiences to come together to share ideas, challenge the status quo, and drive innovation. Our aspiration is that everyone experiences this culture with equal opportunity and access, and that all voices are not only heard but also celebrated. We hope you will join our celebration, and we welcome and encourage applicants from all the beautiful dimensions of diversity that compose our global village.
Equal Opportunity Policy (EEO)
Red Hat is proud to be an equal opportunity workplace and an affirmative action employer. We review applications for employment without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, ancestry, citizenship, age, veteran status, genetic information, physical or mental disability, medical condition, marital status, or any other basis prohibited by law.
Red Hat is proud to be an equal opportunity workplace and an affirmative action employer. We review applications for employment without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, ancestry, citizenship, age, veteran status, genetic information, physical or mental disability, medical condition, marital status, or any other basis prohibited by law.
Red Hat does not seek or accept unsolicited resumes or CVs from recruitment agencies. We are not responsible for, and will not pay, any fees, commissions, or any other payment related to unsolicited resumes or CVs except as required in a written contract between Red Hat and the recruitment agency or party requesting payment of a fee.
Red Hat supports individuals with disabilities and provides reasonable accommodations to job applicants. If you need assistance completing our online job application, email
. General inquiries, such as those regarding the status of a job application, will not receive a reply.
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