Data Science Director
4 weeks ago
Machine Learning Lead
About UsMinden International Pte. Ltd. is a cutting-edge 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, leveraging innovation and agility to drive success.
Job SummaryWe are seeking a highly experienced Data Science Director to lead our Machine Learning team and drive the company's AI/ML roadmap. As a key member of our leadership team, you will be responsible for guiding our ML architecture, collaborating with product teams, and operationalizing machine learning models.
Key Responsibilities- Lead a high-performing Machine Learning team, providing coaching and mentorship to ensure exceptional results.
- Develop and implement our ML strategy, ensuring performance, security, and extensibility.
- Collaborate with the leadership team to shape the company's AI/ML roadmap and vision.
- Work closely with product teams to design and deliver a ML-based pricing system that delivers hyper-personalized experiences for customers.
- Operationalize machine learning models, automating data pipelines, machine learning pipelines, performance monitoring, and testing.
- A bachelor's degree in Computer Science, Data Science, IT or a related discipline.
- At least 8 years of experience in software engineering, data engineering, and ML engineering, with minimal 3 years of experience 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.
The estimated salary for this position is SGD 180,000 - SGD 250,000 per annum, depending on experience and qualifications.
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