MOTOR Information Systems is looking to build a team of technologists to experiment with new ideas and develop AI-based applications leveraging large language models.
Requirements
- Must be proficient in Python and SQL.
- Built at least 1-2 generative AI projects in the last 18 months using frameworks such as LangChain and LlamaIndex
- Hands-on experience with large language models and agents such as GPT-4, Gemini, Llama, Mistral and their applications.
- Strong knowledge of natural language processing concepts and techniques such as tokenization, embedding, attention, transformers, etc.
- Experience with Pandas and/or polars and PyTorch experience is desired.
- Experience with big data technologies such as Pyspark
- Experience with cloud platforms such as AWS, Azure, or Google Cloud and their AI services.
Responsibilities
- Develop AI / ML Models and Intelligent Automation processes as needed
- Design and implement scalable, robust, and efficient AI systems that use agents or large language models for various natural language processing tasks such as text generation, summarization, question answering, sentiment analysis, etc.
- Optimize the performance, accuracy, and reliability of the AI systems using state-of-the-art techniques and tools.
- Conduct code reviews, testing, debugging, and documentation of the AI systems.
- Deploy and monitor the AI systems in production environments and ensure their availability and reliability.
- Collaborate with product managers, data scientists, and customers to understand their requirements and provide feedback and suggestions for improvement.
- Research and evaluate new technologies and trends in the AI and large language models domain and propose innovative solutions.
Other
- People with a proven track record, who are willing to experiment with new ideas, invest time in them, fail-fast, and move on if they don't work out.
- We want team members who have shown a consistent interest in continuous learning, especially in Generative AI, who are aware of, and follow the latest and best generative AI technologies and trends, can learn by themselves, are self-motivated and value self-directed initiative with technology and AI exploration.
- Excellent communication, collaboration, and problem-solving skills.
- Experience with agile development methodologies and tools such as Azure DevOps or Git.
- Passionate about learning new technologies and staying updated with the latest developments in the AI and large language models’ field.
