Associate enterprise engineer
About Northern Trust
Northern Trust, a Fortune 500 company, is a globally recognized, award-winning financial institution that has been in continuous operation since 1889. Northern Trust is proud to provide innovative financial services and guidance to the world’s most successful individuals, families, and institutions by remaining true to our enduring principles of service, expertise, and integrity. With more than 130 years of financial experience and over 22,000 partners, we serve the world’s most sophisticated clients using leading technology and exceptional service. The Enterprise AI team at Northern Trust performs data science research and develops custom prototypes to problems that 1) are not adequately addressed by available commercial solutions, 2) enhance the customer and/or internal partner experience and 3) provide Northern Trust with a competitive advantage. We are at the forefront of rolling out Generative AI solutions and frameworks for the bank from Proof of Concepts, full stack development of solutions and vendor evaluations. We also serve to inspire and empower applied data science practitioners by facilitating high-quality data science education and collaboration within Northern Trust as well as with top universities and research institutions. We are seeking a highly motivated and enthusiastic Junior AI Engineer to join our dynamic team, focusing on developing and implementing cutting-edge Artificial Intelligence solutions on the Microsoft Azure cloud platform. This entry-level role is an excellent opportunity for individuals passionate about AI and eager to contribute to impactful projects under the guidance of experienced AI Developer Managers and senior engineers. The Junior AI Engineer will assist in various stages of the AI development lifecycle, from developing python code utilizing various AI frameworks and Large Language Models (LLMs) to deployment of AI solutions and their monitoring. As a member on the team, a candidate will be expected to:- Assist in the design, development, and deployment of AI/ML models and solutions on Microsoft Azure.
- Collaborate with senior engineers and data scientists to collect, clean, and preprocess data for AI model training
- Contribute to the development of robust and scalable AI applications using Python and relevant AI/ML frameworks
- Participate in the testing, debugging, and validation of AI solutions to ensure accuracy and performance.
- Help maintain and monitor deployed AI solutions, identifying and resolving issues as they arise.
- Learn and apply MLOps & LLMOps best practices for continuous integration, delivery, and deployment of AI solutions.
- Collaborate with senior engineers and data scientists to collect, clean, and preprocess data for AI model training.
- Stay updated with the latest AI/ML technologies and Azure AI services through continuous learning and training
- Implement and optimize AI algorithms and solutions under supervision.
- Provide support for existing AI solutions and contribute to their improvement.
- Be prepared to develop AI systems leveraging open-source frameworks such as: LangChain, AutoGen, LangGraph and LamaIndex.
- Be willing to learn cloud automation concepts such as IAC with various tools
- Be willing to learn cloud security concepts and principles
- Participate in an agile (scrum) development process
- Python development skills utilizing standard development IDEs
- DevOps including CI/CD techniques and tools such as Github repos
- Some data science background and course work is desired
- Have a good understanding of Generative AI and LLM models and principals
- Have a good understanding of Retrieval Augmented Generation (RAG)
- Basic level cloud infrastructure understanding
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