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Data Scientist
$ 7,000 - $ 9,000 / month
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We are looking to speak to Data Scientists who are experienced in building predictive models using both systems modeling and machine learning to generate insights and automate product processes
Responsibilities:
- Collaboration: Work in cross-functional teams (designers, engineers, product managers) to generate insights and maximize product effectiveness.
- Modeling: Build predictive models using machine learning and systems modeling to automate and improve product processes.
- Model Maintenance: Enhance and maintain existing models, expanding into other business sectors.
- API Development: Develop scalable APIs and ensure production services work seamlessly with machine learning models.
- Cloud Infrastructure: Work with Kubernetes, Terraform, and CI/CD, and manage cloud-based architectures.
- Data Management: Have a strong understanding of data structures, optimization techniques, caching, and multi-service architecture.
Required Skills:
- Data Science Experience: At least 4 years of experience in the field.
- Communication & Analytical Skills: Strong ability to communicate insights and technical details clearly.
- Machine Learning & Systems Modeling: Expertise in machine learning and/or systems modeling (including academic and/or industry experience).
- Natural Language Processing (NLP): Familiarity or experience in NLP.
- Data Access & Querying: Proficiency in SQL and NoSQL querying languages to access and source data.
- Programming Skills: Comfortable with Python, NodeJS, Kubernetes, and Terraform.
- Cloud Experience: Knowledge of cloud platforms like GCP, AWS, or Azure, and experience with cloud analytics tools.
- ETL and Data Processing: Experience working with messy data and ETL processes.
- Model Deployment & Pipelines: Experience in deploying models and building pipelines.
"Sanderson-iKas" is the brand name for iKas International (Asia) Pte Ltd, a company incorporated in Singapore under Company UEN No.: 200914065E with EA license number 16S8086.
Website: www.sanderson-ikas.sg