What do we do with AI?
- Our team leverages AI to automate and enhance our platform, with a focus on two main areas:
- GenAI Features: We enhance our product by automating and simplifying tasks and use cases within data management. While we’ve historically relied on traditional AI/ML algorithms for features like anomaly detection, data classification, and data matching, the advent of Large Language Models has enabled us to significantly improve these capabilities. We’re now able to introduce innovative features that elevate the user experience and push the boundaries of what’s possible in data management.
- AI Assistant: We are developing a self-improving autonomous agent designed to perform complex data management tasks independently. This AI Assistant represents a major leap forward, capable of not only streamlining processes but also learning and adapting over time to better meet the needs of our users. This is more than just an evolution—it’s a transformative approach that leverages AI to revolutionize how data management is done.
Technology and Concepts
- Our team is committed to staying at the forefront of technology, leveraging a diverse range of tools and platforms to drive innovation. We aren't confined to specific technologies, but here are some key ones we're currently using or plan to integrate soon:
- Large Language Models (LLMs) from the GPT family
- Modern Python with advanced proficiency
- Kubernetes, knowledge of Helm charts and container management
- Cloud platforms like AWS and Azure, including managed services such as Aurora Serverless and AKS/EKS
- Vector databases and fine-tuning of LLMs
- Experience with relational database systems and familiarity with message queues
- An interest in AI and LLMs is a must, as we continually explore new ways to integrate these technologies into our platform.
Who Are We Looking For?
- We value intelligence, skill, and motivation in our AI team, believing that small, driven teams produce the best results.
What We Expect:
- Smart Problem-Solver: You make sound decisions, learn quickly from mistakes, and know when to ask for help.
- Results-Oriented: You're passionate about technology and delivering real value, finding solutions even in challenging situations.
Is This You?
- Strong background in AI and computer science, with expertise in machine learning, deep learning, and Large Language Models.
- Proficient in modern Python and experienced in building secure Cloud SaaS applications.
- Thrives on tackling complex problems and enjoys both learning and sharing knowledge.
- Comfortable with taking ownership of end-to-end software engineering and operations.
Bonus Points:
- Experience with Data Management
- Experience with product development and post-launch operations
0 applies
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