Red Hat is looking to leverage its product fleet data, business and sales data to provide strategic insights and act on 'moments that matter' in near real-time. This aims to drive customer interactions, product evolution, modernize business systems, and maximize the understanding and execution of product & business models to capture market opportunity.
Requirements
- 5+ years of professional experience in NLP using Python, with knowledge of Spacy and Hugging Face.
- Strong understanding of NLP techniques and experience in Generative AI application development.
- Familiarity with machine learning frameworks, including TensorFlow, Keras, and PyTorch.
- Experience in developing scalable backend microservices in AWS.
- Experience with GenAI application development - LLMs, Embedding models, Vector Databases
- Experience developing highly scalable backend microservices in AWS
Responsibilities
- Collaborate with a small, agile team to research and implement effective NLP algorithms and tools.
- Contribute to the design, development, and delivery of NLP applications from concept to production.
- Analyze data science prototypes and ensure they meet business requirements.
- Ensure the successful training and evaluation of NLP models, refining them based on statistical analysis.
- Collaborate with cross-functional teams, including finance, operations, sales, and marketing, to understand and meet business needs.
- Keep up to date in the rapidly changing field of AI/ML by constantly researching and learning new techniques and information related to NLP.
- Experience developing highly scalable backend microservices in AWS
Other
- The ideal candidate will be passionate about creating and developing applications, particularly within the language sector, and have excellent analytical and machine learning knowledge.
- If you want to build Next generation AI/ML applications, if you have rock-solid development skills, if you thrive in a start-up like environment, if you think outside of the box and love working in a team with similar minded engineers, if you are creative and want to help solve real world customer problems and love presenting innovative solutions, if you believe in community and OpenSource development culture then we are the TEAM for you.
- The successful candidate will have a track record of strong technical skills, drive to be innovative & creative, excellent communication and collaboration skills, a keen attention to detail, and a passion for quality and open source software.
- If you enjoy broadening your technical skills, and working in an environment that thrives on creativity, experimentation, and community innovation, then this is the job for you!
- Bachelor’s degree or above in Computer Science, Math, Computational Linguistics, or other related fields. Demonstrated experience as an NLP, or experience in a similar role/industry
