Machine Learning and Data Lead - Singapore - MINDEN INTERNATIONAL PTE. LTD.

MINDEN INTERNATIONAL PTE. LTD.

Verified Company

Singapore

3 weeks ago

Posted by:

Wei Jie

beBee Recruiter

Description

Who we are.

is a technology venture founded by Teamsek in strategic partnership with DFI Retail Group and coalition partners BreadTalk Group, DBS Bank, PAssion Card, Mandai Wildlife Group and Singtel.

We are on a mission to redefine the engagement between brands and consumers in Southeast Asia.

The way we work.
At Minden, we treat each other with respect. We embrace authenticity and transparency. We collaborate. We pride ourselves on agility and innovation, and believe in embracing continuous learning and self-improvement.

We strive to be the preferred employer by providing comprehensive benefits, a dynamic and exciting working environment, work-life balance and effort recognition.

We are seeking pioneers with grit and passion, an insatiable intellectual curiosity and a heart for people, to amplify our effectiveness as a team.

As a Machine Learning & Data Lead, you will:

Recruit, develop and retain a high-performing Data and ML team. Provide coaching and mentoring to the Data and ML team.
Guide our Data and 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 data pipelines and MLbased recommender systems that delights our customers with personalised experience
Work cross functionally to operationalise ML models and serve inferences efficiently, which include automating data pipelines, ML pipelines, performance monitoring and testing.
Be the evangelist for AI/ML through mentoring and technical/knowledge sharing.

Your experiences:

You have experience in creating, managing and coaching high performing engineering teams
You possess at least 10+ years of experience in software engineering, data engineering and ML engineering.
You have programming experience in Python, Java, Pyspark and Scala.
You possess knowledge of Big Data frameworks like Hadoop, Spark, Impala, Hive, etc
You have experience in building and optimizing Machine Learning models, ML pipelines, data pipelines and architectures.
You have experience with ML frameworks such as TensorFlow, Keras, PyTorch.
You have experience working in an agile environment.
You have a bachelor's degree in Computer Science, Data Science, IT or a related discipline.