Data Scientist

TRULYYY PTE. LTD.; Singapore; On-site; SGD 70,000 - 100,000; Full time

Job summary

A leading data science company in Singapore is seeking an experienced Data Scientist to develop and deploy machine learning models, automate MLOps processes, and analyze large datasets. The ideal candidate will hold a relevant degree and have 3-5 years of experience. Responsibilities include building statistical models, designing experiments, and communicating insights to stakeholders. The role requires expertise in big data technologies and machine learning frameworks. Join a dynamic team focused on innovative AI solutions in a thriving tech environment.

Qualifications

• 3-5+ years of working experience in Data Science, machine learning and deep learning.
• In-depth understanding of machine learning and deep learning algorithms.
• Hands-on experience in developing and deploying machine learning models.

Responsibilities

• Build statistical and machine learning models to analyze customer data.
• Design and implement experiments to measure the impact of strategies.
• Implement robust MLOps pipelines to automate model deployment.

Skills

Machine learning

Data analysis

A/B testing

Big Data technologies

Python

Statistical modeling

Education

Bachelor's degree in Statistics, Applied Mathematics, Computer Science

Tools

SQL

Hadoop

Spark

Tensorflow

PyTorch

Job description

Responsibilities

• Build statistical and machine learning models to analyse large (PB-scale) volume of customer data, uncovering valuable insights and patterns

• Design and implement experiments, including A/B tests and causal inference to measure the impact of different strategies, initiatives, and product changes on user behaviour and business outcomes

• Implement robust MLOps pipelines to automate the deployment, monitoring, and maintenance of models in production environments

• Effectively communicate complex findings and insights to both technical and non-technical stakeholders

• Stay updated with the latest advancements in AI and Generative AI technologies.

• Build Big Data pipelines to support data science-related projects
  

Requirements

• Bachelor's degree or above in Statistics, Applied Mathematics, Computer Science or a related field

• 3-5+ years of working experience in Data Science, machine learning and deep learning

• In-depth understanding of machine learning and deep learning algorithms

• Hands-on experience in developing and deploying machine learning/deep learning models in production

• Experience with common analysis tools(SQL/ Python)

• Familiar and comfortable with large volumes of data and big data technology
  (Hadoop/Spark/Hive)

• Experience in using deep learning frameworks(Tensorflow/PyTorch)

• Solid technical & knowledge of A/B testing methodologies, can consistently explore and find the best practice

• Self-direction and willingness to both teach others and learn new techniques

• Knowledge and affinity of GenAI libraries and toolsets including HuggingFace,
  LangChain, RAGAS, and more is a plus

• Hands-on experience in RAG and fine-tune LLMs is a plus

• Have a strong ability to work under pressure, have the courage to overcome
  difficulties, and accept challenges