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TALENTSIS PTE. LTD.

Open 20d

[T05] Senior Data Scientist / Machine Learning Engineer

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Summary

The Senior Data Scientist / Machine Learning Engineer will design, develop, and deploy machine learning models into production environments while collaborating with engineering teams. The role involves performing exploratory data analysis and using tools like Python, SQL, and frameworks such as TensorFlow or PyTorch to solve business problems.

Key Responsibilities

  • Perform exploratory data analysis (EDA) to uncover trends, patterns, and actionable insights from large datasets.
  • Translate business problems into analytical and machine learning solutions.
  • Design, develop, train, and optimise machine learning models and algorithms.
  • Evaluate model performance using appropriate validation techniques, hyperparameter tuning, and model optimisation methods.
  • Deploy machine learning models into production environments and integrate them with existing applications through APIs.
  • Collaborate with software engineering and DevOps teams to build scalable, production-ready AI solutions.
  • Monitor deployed models, troubleshoot issues, and continuously improve model accuracy and efficiency.
  • Present analytical findings and recommendations clearly to both technical and non-technical stakeholders.
  • Stay current with advancements in AI, machine learning, and data science, recommending new tools and best practices where applicable.

Requirements

  • Minimum 3 years of hands-on experience in machine learning implementation, deployment, and statistical data analysis involving large datasets.
  • Strong experience translating business requirements into analytical solutions using statistical and machine learning techniques.
  • Proficient in:PythonSQLData WranglingData VisualisationDatabase Management Systems (DBMS)
  • Experience with one or more of the following:TensorFlowPyTorchRSASQlik Sense
  • Experience deploying machine learning models into production environments.
  • Familiarity with Agile development methodologies such as Scrum is preferred.

Nice to Have

Experience with any of the following technologies would be advantageous:

  • Power BI
  • Microsoft Access
  • SharePoint
  • Kubernetes
  • Docker or Podman
  • Microservices Architecture
  • DevSecOps practices

Work Location

East / West

(EA Reg No: 20C0312)

Only shortlisted candidates will be notified.

Skills

See also

Data Science jobs by country — openings, pay and top skills →

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