Machine Learning Architect

4 days ago


Singapore MINDEN INTERNATIONAL PTE. LTD. Full time
Minden International PTE. LTD.Job Description:

We are seeking a highly skilled Machine Learning Lead to join our team at Minden International PTE. LTD. in Singapore. The ideal candidate will have a strong background in machine learning, software engineering, and data engineering with at least 8 years of experience in leading a ML team.

The salary for this position is estimated to be around SGD $180,000 - SGD $250,000 per annum, depending on the candidate's experience and qualifications.

Company Overview:

Minden International PTE. LTD. is a technology venture founded by Temasek in strategic partnership with DFI Retail Group and coalition partners BreadTalk Group, DBS Bank, PAssion Card, Mandai Wildlife Group, Singtel, FoodPanda, GoJek and Great Eastern. We are on a mission to redefine the engagement between brands and consumers in Southeast Asia.

Roles & Responsibilities:
  • Lead, coach and mentor a high-performing Machine Learning team.
  • Guide our ML architecture to ensure performance, security, and extensibility.
  • Collaborate with the leadership team to develop the company's roadmap for AI/ML.
  • Work closely with the product team to design and deliver a ML-based pricing system that delights our customers with a hyper-personalised experience.
  • Work cross functionally to operationalise machine learning models and serve inferences efficiently, which include automating data pipelines, machine learning pipelines, performance monitoring and testing.
  • Be the evangelist for AI/ML through mentoring and technical/knowledge sharing.
Requirements:
  • A bachelor's degree in Computer Science, Data Science, IT or a related discipline.
  • Possess at least 8 years of experience in software engineering, data engineering and ML engineering. Minimal 3 years experience in leading a ML team.
  • Experience in creating, managing and coaching high performing engineering teams and being technically hands-on as a leader.
  • Programming experience in Python, Java, Pyspark and Scala.
  • Possess knowledge of Big Data frameworks like Hadoop, Spark, Impala, Hive, etc
  • Experience in building and optimizing Machine Learning models, ML pipelines, data pipelines and architectures.
  • Experience with ML frameworks such as TensorFlow, Keras, PyTorch.
  • Experience working in an agile startup environment
Benefits:
  • Competitive salary range: SGD $180,000 - SGD $250,000 per annum
  • Opportunity to work with a talented team of engineers and researchers
  • Professional development and growth opportunities
  • A dynamic and exciting working environment
  • Comprehensive benefits package


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