Data Science Engineer (AI / Machine Learning)
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Summary
Builds and deploys machine learning, deep learning, and generative AI models for production: designing data pipelines, validating data, monitoring analytical models, and documenting solutions. Core stack is Python data science tooling (pandas, scikit-learn, TensorFlow), SQL databases, and optionally Tableau.
Responsibilities
Develop, validate, and deploy
Machine Learning, Deep Learning, and Generative AI models
for production environments Partner with business stakeholders to gather requirements and define project objectives Design and implement
data pipelines
for data preprocessing, model training, evaluation, and deployment Perform
data validation
and support data quality improvement initiatives Monitor, maintain, and improve
analytical models and data systems Prepare
reports and presentations
to communicate findings and recommendations Provide
technical documentation and support for deployed solutions Perform other tasks as assigned by the supervisor Requirements Bachelors degree in
Computer Science, Data Science, Engineering, or related discipline Internship or academic project experience in
data analytics or machine learning
is an advantage Technical Skills: Proficiency in
Python
and common data science libraries (e.g., pandas, NumPy, scikit-learn, TensorFlow, Keras) Fundamental understanding of
Machine Learning and Deep Learning algorithms Working knowledge of
SQL and relational databases
(e.g., PostgreSQL, Oracle) Exposure to
Computer Vision or Generative AI applications
will be an advantage Experience with
data visualization tools (e.g., Tableau or similar platforms) is a plus Basic understanding of
model deployment and production environments Familiarity with
manufacturing or industrial data
will be advantageous To apply, please visit and search for Job Reference:
X967567Y To learn more about this opportunity, please contact Yingying at (HIDDEN TEXT) We regret that only shortlisted candidates will be notified. GMP Technologies (S) Pte Ltd | EA Licence: 11C3793 | EA Personnel: Lai Yingying | Registration No: R1110239 By submitting your application for this position, you consent to the collection, use, and disclosure of your personal data by GMP Technologies (S) Pte Ltd and its recruitment partners, including Employment and Employability Institute Pte Ltd, for the purpose of i) employment facilitation and ii) data and statistical analysis. You may find out more information on the PDPA policies at GMP Technologies (S) Pte Ltds website and (
).
Machine Learning, Deep Learning, and Generative AI models
for production environments Partner with business stakeholders to gather requirements and define project objectives Design and implement
data pipelines
for data preprocessing, model training, evaluation, and deployment Perform
data validation
and support data quality improvement initiatives Monitor, maintain, and improve
analytical models and data systems Prepare
reports and presentations
to communicate findings and recommendations Provide
technical documentation and support for deployed solutions Perform other tasks as assigned by the supervisor Requirements Bachelors degree in
Computer Science, Data Science, Engineering, or related discipline Internship or academic project experience in
data analytics or machine learning
is an advantage Technical Skills: Proficiency in
Python
and common data science libraries (e.g., pandas, NumPy, scikit-learn, TensorFlow, Keras) Fundamental understanding of
Machine Learning and Deep Learning algorithms Working knowledge of
SQL and relational databases
(e.g., PostgreSQL, Oracle) Exposure to
Computer Vision or Generative AI applications
will be an advantage Experience with
data visualization tools (e.g., Tableau or similar platforms) is a plus Basic understanding of
model deployment and production environments Familiarity with
manufacturing or industrial data
will be advantageous To apply, please visit and search for Job Reference:
X967567Y To learn more about this opportunity, please contact Yingying at (HIDDEN TEXT) We regret that only shortlisted candidates will be notified. GMP Technologies (S) Pte Ltd | EA Licence: 11C3793 | EA Personnel: Lai Yingying | Registration No: R1110239 By submitting your application for this position, you consent to the collection, use, and disclosure of your personal data by GMP Technologies (S) Pte Ltd and its recruitment partners, including Employment and Employability Institute Pte Ltd, for the purpose of i) employment facilitation and ii) data and statistical analysis. You may find out more information on the PDPA policies at GMP Technologies (S) Pte Ltds website and (
).