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Machine Learning Engineer


NOVO HOLDINGS EQUITY ASIA PTE. LTD.
3 days ago
Posted date
3 days ago
N/A
Minimum level
N/A
Full-timeEmployment type
Full-time
ITJob category
IT
Role & Responsibilities

Driving Digital Transformation and Advanced Analytics Across Asia in Alignment with HQ
  • Strengthen global product alignment and communication: Act as the key connector between Asia and HQ, facilitating regular syncs, aligning product priorities, and sharing updates and discoveries
  • Explore business opportunities and translate them into digital use cases: Collaborate with stakeholders to understand business needs, translate them into AI and analytics solutions, and work with the central digital team to ensure consistent delivery and support across regions.
  • Collaborate with stakeholders to identify business needs and explore opportunities for AI/ML and advanced analytics applications.
  • Translate business needs into concrete use cases and contribute to the design of scalable digital solutions.
  • Lead product discovery initiatives by engaging with investment professionals to uncover insights and define AI/ML product outcomes.
  • Design, prototype, and develop end-to-end ML/AI solutions, ensuring they are scalable, maintainable, and production ready.
  • Build cloud-native AI/ML applications using Python, with a strong focus on quality, scalability, and team collaboration.
  • Deploy and manage infrastructure on Azure through Infrastructure as Code (IaC).
  • Stay up to date with trends and innovations in ML, AI, and advanced analytics, and proactively integrate relevant advancements into solutions.
  • Facilitate collaboration between cross-functional teams, including designers, front-end developers, and back-end engineers, throughout the product development lifecycle.
  • Support the adoption of digital solutions across Asia by ensuring consistent service delivery in collaboration with the central digital team.

Education
  • Master's in quantitative or engineering field e.g. applied statistics, mathematics, physics, engineering, and computational finance


Requirements
  • 1-3 years of a related position in intersection of product management, quantitative finance, ML/AI software development.
  • Experience collaborating with users to identify business needs and define data-driven solutions
  • Background in financial services
  • Programming in object-oriented languages deploying ML/AI application, preferably Python
  • Experience with gen-AI models though cloud services APIs (e.g. OpenAI, Anthropic)
  • Familiar with MLOps practices and cloud deployment using Azure (IaC, Terraform, Databricks)
  • Data engineering capabilities like using relational databases with SQL and experience with dbt, databricks, and the Azure tech stack
  • Fluent in Danish and English language, oral and written
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JOB SUMMARY
Machine Learning Engineer
NOVO HOLDINGS EQUITY ASIA PTE. LTD.
Singapore
3 days ago
N/A
Full-time

Machine Learning Engineer