Data Analytics Expert

7 days ago

Singapore JOBTECH PTE. LTD. Full time
Job Summary

We are seeking a highly skilled Data Analytics Expert to join our team at JobTech PTE. LTD. in Singapore. The ideal candidate will have a strong background in machine learning, data analysis, and AI, with experience in building solutions that enhance our platform and provide real value to our users.

About the Role
This role requires collaboration with internal teams and clients to deliver data-driven insights that inform product decisions and client strategies. You will be directly involved in client calls, where you will present findings, discuss analytical results, and ensure alignment with client objectives.

Key Responsibilities:
  • Develop and Implement AI Models: Build and optimize machine learning models, focusing on natural language processing (NLP), recommendation engines, knowledge graphs, and information extraction to drive value for both our platform and clients.
  • Cross-functional Collaboration: Work with product managers, engineers, and fellow data scientists to ensure machine learning and analytics solutions are aligned with business goals.
  • Prototyping and Experimentation: Continuously experiment with new algorithms and data techniques. Prototype models, iterate, and test their performance to ensure they meet real-world needs.
  • Data Integrity & Architecture: Collaborate with data engineers to design and maintain scalable data architectures, pipelines, and analytics systems.
  • Model Deployment & Monitoring: Deploy machine learning models into production environments, monitor their performance, and iterate on improvements to enhance results.
  • Data Analytics & Insights: Perform in-depth data analytics, turning raw data into actionable insights that inform product decisions and client strategies. Use statistical and machine learning models to identify trends, patterns, and opportunities for product improvement.
  • Client Engagement: Participate in client calls to present your data-driven findings and recommendations. Collaborate with clients to understand their needs and ensure our analytics solutions meet their expectations.

The estimated salary for this position is SGD 120,000 - SGD 180,000 per annum, depending on experience and qualifications.


Requirements:
  • Educational Background: Master's or PhD in Data Science, Computer Science, Engineering, or a related quantitative field.
  • Experience: 2+ years of experience in data science or analytics, with a proven track record of delivering machine learning solutions and driving value through data insights.
  • Knowledge Graphs Expertise: Solid understanding and experience with knowledge graph representation and applications, particularly in improving information extraction and recommendation engines.
  • Data Analytics Expertise: Strong experience in data analytics, including exploratory data analysis, statistical modeling, and delivering insights to business and client stakeholders.
  • Client Communication Skills: Ability to communicate complex data insights to non-technical audiences and engage with clients to address their needs.

Technical Skills:

  • Advanced proficiency in Python and familiarity with data analysis and machine learning libraries (e.g., pandas, scikit-learn, TensorFlow, PyTorch).
  • Experience with SQL and relational databases. Experience with Java is a plus.
  • Hands-on experience building and deploying machine learning pipelines.
  • Knowledge of cloud platforms (e.g., AWS, GCP) and containerization tools like Docker is advantageous.

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