Senior Machine Learning Engineer

Company:
Location: Jurong Island

*** Mention DataYoshi when applying ***

Missions and Responsibilities

  • To lead AI /Machine learning projects for the APAC digital team.
  • Designing and developing machine learning and deep learning systems
  • Running machine learning tests and experiments Implementing appropriate ML algorithms
  • Study and transform data science prototypes
  • Able to support chatbot deployment in countries with software engineer experiences
  • Design machine learning systems
  • Research and implement appropriate ML algorithms and tools
  • Develop machine learning applications according to requirements
  • Select appropriate datasets and data representation methods
  • Run machine learning tests and experiments
  • Perform statistical analysis and fine-tuning using test results
  • Train and retrain systems when necessary
  • Extend existing ML libraries and frameworks
  • Keep abreast of developments in the field

Competencies and Profile

  • MSc or BSc graduate in Statistics, Mathematics or Computer Science
  • 5 - 7 years of relevant work experience in data science field
  • Proven experience as a Machine Learning Engineer or similar role
  • Understanding of data structures, data modeling and software architecture,Experience using statistical computer languages (R, Python, SLQ, etc.) to manipulate data and draw insights from large data sets.
  • Deep knowledge of math, probability, statistics and algorithms
  • Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) ,including Linear Regression, Decision Trees, Random Forest, Deep Learning, etc.
  • Familiarity with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn)
  • Excellent written and verbal communication skills for coordinating across teams.
  • A drive to learn and master new technologies and techniques.
  • Experience visualizing/presenting data for stakeholders
  • Ability to work as part of a distributed team.
  • Ability to utilize and lead interns on projects.
  • Specific Training or Certification; Data Science, R or Python.

**We thank you for your interest in Air Liquide. Interested applicants are encouraged to send in a detailed resume, including reason for leaving for past employment. Please be informed that only shortlisted candidates would be notified.**

*** Mention DataYoshi when applying ***

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