Gigworks is a social e-commerce marketplace in Southeast Asia that connects users to collaborate and provide access to a wide range of professional work at their fingertips.
Inspired by the advancement and impact of technology in our lives, we are building a platform that empowers people with more flexible access to quality services and opportunities where they can buy and sell services with ease.
Our mission is to innovate how the world works and pioneer the future of work. Gigworks aims to open up more opportunities for all groups of people, allowing them to have better lives and boost financial inclusion.
Gigworks has a wide variety of on-demand professional services spanning over 40 categories including Web & Mobile Development, Content & Blog Post Writing, Design & Creative, Sales & Marketing and Accounting & Consulting etc.
Responsibilities
- Work on problems that run the gamut from building Machine Learning / Deep Learning models to developing full-scale production systems.
- Train and Predict on Gigworks’s unique data sets.
- Build, deploy, maintain and optimize machine learning-based solutions.
- Conduct experiments to test out different solutions to measure and understand their impact.
- Analyze data and define metrics for feature evaluation and model performance.
- Design and implement robust data pipelines.
- Identify and build new approaches and methods for machine learning as we grow.
Requirements
- Bachelor/Master/PhD Degree in Computer Science, Math, EE or similar field.
- +2 years of experience in distributed systems in production or in developing production-grade machine learning.
- Strong analytical skills using SQL, Python, Spark, Sklearn etc.
- Solid software engineering and coding skills. In addition to Python, experience in at least one backend language like Go, Scala, Java, C++ or other is required
- Solid understanding of Machine Learning / Deep Learning and the existing frameworks such as Tensorflow and PyTorch
- Experience with cloud-based big data and machine learning services is a plus
- Self-motivated, curious, team-player, problem solver
- Detail-oriented and focused in a dynamic and fast-paced working environment.
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- Company:
Gigworks Pte Ltd - Designation:
Senior AI / Machine Learning Engineer - Profession:
Engineering - Industry:
Computer and IT - Location:
Tanjong Pagar