Chennai, Tamil Nadu, India
Information Technology
Red Hat, Inc.
Overview
About the job:
The Red Hat Experience Engineering (XE) team is looking for a skilled and well-rounded Senior Software Engineer with excellent programming skills, DevOps skills, and the ability to partner with internal stakeholders to join our team in Pune. On this team, you will help build, deploy, maintain, and monitor AI and ML application services. This includes managing AI/ML models and assisting data scientists in training new models.
To be successful in this role, you should have an established set of foundational skills and the ability to learn new skills quickly as we modernize platforms and tooling. You must also be able to work with minimal supervision in a fast-paced and ambiguous environment. You will be accountable for implementing, deploying, and maintaining services (e.g., microservice APIs) in Red Hat OpenShift.
Our ideal candidate has an interest and experience in AI/ML solutions, has experience collaborating across multi-disciplinary teams, and has demonstrated experience partnering with business leaders to deliver impactful, innovative solutions.
What will you do?
- Work closely with team members and stakeholders to turn business problems into analytical projects, translated requirements, and solutions
- Design, develop, test, debug, deploy and maintain application microservices for AI initiatives
- Work cross-functionally with teams on API development to support AI based applications
- Work with data scientists to deploy, train and test AI models
- Manage deployment of models.
- Monitor critical back-end services running in the cloud and in OpenShift clusters.
- Recommend ways to improve system reliability, efficiency, and quality
- Help create, maintain, and implement tools, libraries, and systems to increase the efficiency and scalability of the team
- Develop and maintain proper controls and compliance requirements.
- Develop and maintain documentation.
- Work with data engineers to assist in model creation data sets and routine model retraining.
- Consult and assist consumers of XE AI service APIs
What will you bring?
- Proficient Python programming skills with experience creating web-based API endpoints is required.
- Experience building RESTful APIs or gRPC services for ML model deployment.
- Ability to critically analyze requirements and designs, leveraging hypothesis testing to validate decisions.
- Ability to problem solve and to test and implement new technologies and tools
- Exceptional analytical skills to detect the source and resolution of highly complex problems
- Experience with API frameworks such as FastAPI is preferred
- OpenShift application development and administration is required
- Proficiency in TensorFlow, PyTorch, Scikit-learn, XGBoost or Hugging Face Transformers.
- Experience with transformer models, BERT, Granite, GPT, T5, or Llama for text processing and generative AI is a plus.
- Experience with Linux system administration, shell scripting, and virtualization technology (containers) is required
- Mastery of git (version control) and experience with versioning, merge request, review, etc. processes and techniques is required
- Experience deploying applications using PaaS technologies (e.g,. OpenShift, Airflow) is a plus
- Well-versed and a desire to stay on top of the current industry landscape of computer software, programming languages, and technology
- Bachelor's degree in a related field (e.g., Computer Science or Software Engineering) with 5+ years of relevant working 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. 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
application-assistance@redhat.com
. General inquiries, such as those regarding the status of a job application, will not receive a reply.
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