- Develop and deploy state-of-the-art machine learning models and algorithms to solve complex business problems across various verticals within the banking industry.
- Leverage the latest advancements in Generative AI and Large Language Models to create robust and adaptable solutions that address a diverse range of use cases.
- Work closely with cross-functional teams, including data scientists, software engineers, and business stakeholders, to understand requirements, design efficient solutions, and ensure seamless integration.
- Continuously evaluate and benchmark the latest GenAI and LLM trends, technologies, and best practices, and apply these insights to enhance the bank\'s ML capabilities.
- Collaborate with international teams in Singapore, China, and India to share knowledge, align on strategies, and ensure consistent delivery of high-quality ML solutions.
- Demonstrate strong communication skills, the ability to explain complex technical concepts to non-technical stakeholders, and a proven track record of delivering on tight timelines.
- Stay abreast of industry trends, participate in relevant conferences and events, and contribute to the broader machine learning community through publications, open-source contributions, or thought leadership. Requirements:
- 5+ years of experience in machine learning, DevOps, MLOps, or a related field, with a strong background in developing and deploying production-ready ML models.
- Proficient in MLOps and Devops, including K8s or OCP, VLLM, FastAPI, Transformers.
- Good at modern machine learning frameworks and libraries, such as TensorFlow, PyTorch, or scikit-learn, and familiar with the latest advancements in Generative AI and Large Language Models.
- Excellent programming skills in Python, Groovy, SQL.
- Good experience cloud-based (AWS and GCP) infrastructure.
- Strong mathematical and statistical background, with a solid understanding of machine learning algorithms, optimization techniques, and model evaluation.
- Ability to work collaboratively in a fast-paced, multicultural environment, with excellent communication and presentation skills.
- Experience in working with cross-functional teams and stakeholders across different time zones and cultural backgrounds.
- Willingness to stay up-to-date with the latest trends and advancements in the field of machine learning, GenAI and a passion for continuous learning and innovation. DBS Bank
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Senior Associate, Mlops Enginner, Future Reday Technology, Technology - Singapore - DBS Bank
Description
As a MLOps engineer and model developer at our Feature Ready Technology deparment, you will play a crucial role in driving the development and deployment of advanced machine learning solutions to address a wide range of business challenges. With a strong focus on cutting-edge technologies like Generative AI (GenAI) and Large Language Models (LLMs), you will collaborate closely with teams across Singapore, China, and India to deliver innovative and impactful ML-powered applications.Responsibilities:
