
Machine Learning Engineer
2 weeks ago
Arrowpoint is an Asia-focused multi-strategy hedge fund firm headquartered in Singapore, founded by former Millennium Management Asia co-CEO Jonathan Xiong. The fund launched in July 2024 with $1 billion—making it one of the largest hedge fund launches in Asia's history. Backed by prominent investors including Blackstone, the Canada Pension Plan Investment Board, and Temasek Holdings, we operate with portfolio managers across Singapore and Hong Kong, integrating diverse strategies such as Equities, Fixed Income, and Commodities.As we continue to grow, we are seeking driven individuals to join our team and contribute to our mission.
We are on the lookout for a Junior Machine Learning Engineer who will play a key role in enhancing our Machine Learning capabilities, focusing on innovative solutions for systematic strategies. This role is not just about technical expertise but also about aligning with our forward-thinking vision and being at the forefront of shaping our AI strategy.
Key Responsibilities
ML Engineering and Operations:
Develop, implement and optimize predictive models using machine learning and deep learning / AI techniques.
Deploy, maintain and monitor production models on AWS.
ETL & Data Management:
Design and develop efficient ETL pipelines to process and manage large volumes of financial data and alternative data.
Ensure data integrity and accuracy across various data sources.
Cloud Computing:
Utilize Cloud services to deploy and manage machine learning models in a scalable and reliable manner (Terraform, AWS ECS, Docker, CI/CD pipelines).
Optimize Cloud resources for performance and cost-effectiveness.
End-to-End Solution Development:
Engage in the complete lifecycle of model development, from data collection and preprocessing to model deployment and monitoring.
Explore and implement innovative techniques to solve complex financial problems.
Stay current with the latest advancements in machine learning and data science to continually improve and innovate.
Result-Oriented Approach:
Focus on delivering high-impact results.
Communicate findings and recommendations effectively to senior stakeholders.
Requirements & Qualifications:
Bachelor's or Master's degree in Computer Science, Machine Learning, AI, Statistics, Mathematics, or a related field.
1-3 years of hands-on experience in data science and machine learning (exposure to financial markets in a professional context in a plus).
Proficiency in Python and relevant libraries (e.g., scikit-learn, Polars, PyTorch).
Experience with AWS services (e.g., S3, ECS, Lambda, Athena, CloudWatch, etc.).
Strong understanding of Data platform ETL processes and tools.
Excellent problem-solving skills and a creative mindset.
Strong communication and collaboration skills.
This website contains important legal and proprietary information concerning Arrowpoint Investment Partners (Singapore) Pte. Ltd. and its affiliates ("Arrowpoint"). The content of this website is intended for information purposes only and is not intended as advertising or promotional material in any respect. The information contained in this website is not and should not be regarded as an offer or solicitation of business, nor should it be construed as an offer, solicitation, invitation, or recommendation to buy or sell any securities, funds, or other investment products. Nothing in this website constitutes an offer or promise of employment with Arrowpoint with respect to any role described herein. Arrowpoint reserves the right, without notice, to remove, change or modify the terms of any role described herein. Any offer of employment with Arrowpoint shall be solely in accordance with the specific terms of such offer of employment. While Arrowpoint takes reasonable care to ensure that the information on this website is accurate and up to date, Arrowpoint assumes no obligation to update such information on a timely basis. Arrowpoint Investment Partners (Singapore) Pte. Ltd. is licenced by the Monetary Authority of Singapore to conduct the regulated activity of fund management. Arrowpoint Investment Partners (Hong Kong) Limited is licenced by the Securities and Futures Commission of Hong Kong to carry on the regulated activity of asset management.
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