POSTED 27 DAYS AGO

True Digital Group

MLOps Engineer

True Digital Group (TDG) is a subsidiary of True Corporation, a leading communications conglomerate in Thailand. TDG’s mission is to develop new digital revenue streams for True Corporation as well as facilitate digital transformation of the Thai economy as a whole.

True Analytics, TDG’s Analytics and AI department, is looking for an experienced Machine Learning Operations Engineer (MLOps Eng) to join our MLOps team. In MLOps, our mandate is to support both internal and external data science clients in the productionization ML code as well as develop and maintain a hybrid on premise and cloud platform which automates ML pipelines, monitors for trainings/serving skew, data drift, concept drift, and model performance.

As an MLOps Eng, you will be responsible for supporting machine learning needs. You work closely with the DS, DE, DevOps, Ops, and DM on scalable solutions to maintain cross-team and cross-company partnerships, and for communicating to executives the current power and future reach of ML. This is an exciting new team where you will be at the forefront of technology while keeping mindful of our customers’ day-to-day needs. Below you find the necessary skills to succeed in this role; however, it isn't expected that all candidates have in-depth knowledge of every skill.

Your Role

Minimum Qualifications

Preferred Qualifications

True Digital Group, a multinational technology company with headquarter in Bangkok, Thailand, born through the vision of True Corporation, was created with an aim to become the ultimate digital transformation enabler for everyone in Southeast Asia.

Over the last years, we have built deep competences in cutting-edge technologies such as artificial intelligence, big data, blockchain, cloud, Internet of Things (IoT), and robotics. With this, we are able to build a unique ecosystem of digital platforms and solutions and offer a portfolio of digital services, aimed respectively at consumer, merchant, and enterprise markets. Key businesses include Digital Media, O2O and Privilege, Data Analytics, IoT and Digital Solutions, as well as True Digital Academy. We have a regional footprint, with current operations in Thailand, Indonesia, and the Philippines, and a roadmap to expand further across South Asia, leveraging the economies of scale of digital platforms.


  • No telecommuting
  • No Agencies Please

Requirements:

Minimum Qualifications


  • BS in mathematics, physics, computer science, or an engineering discipline
  • English competency
  • Big data experience
  • Three or more years of software engineering experience in at least one of the following languages Python, Java, C/C++
  • Experience with Spark and Hadoop
  • At least 3 years of analytics experience
  • Experience with git
  • Experience with Airflow, MLflow, Kubernetes
  • Experience with CI/CD
  • Experience with Docker
  • Experience with monitoring tools such as prometheus
  • Experience with preferable with one or more of the following ML frameworks SparkML, Tensorflow, H2O.ai, VertexAI, Keras
  • Knowledge of ML algorithms
  • Propensity to learn

Preferred Qualifications


  • MS and/or PhD in mathematics, physics, computer science, or an engineering discipline
  • 5+ years of analytics experience
  • Experience with Tensorflow MLMD and TFX
  • Experience with Apache Beam
  • Expert level knowledge in one of the following DevOps, ML, or scalable software engineering
  • Experience with Google Cloud and Databricks
  • Experience with Terraform
  • Experience with Deltalake (OSS or proprietary)
  • Experience with Apache Ozone

About the Company


True Digital Group, a multinational technology company with headquarter in Bangkok, Thailand, born through the vision of True Corporation, was created with an aim to become the ultimate digital transformation enabler for everyone in Southeast Asia.


Over the last years, we have built deep competences in cutting-edge technologies such as artificial intelligence, big data, blockchain, cloud, Internet of Things (IoT), and robotics. With this, we are able to build a unique ecosystem of digital platforms and solutions and offer a portfolio of digital services, aimed respectively at consumer, merchant, and enterprise markets. Key businesses include Digital Media, O2O and Privilege, Data Analytics, IoT and Digital Solutions, as well as True Digital Academy. We have a regional footprint, with current operations in Thailand, Indonesia, and the Philippines, and a roadmap to expand further across South Asia, leveraging the economies of scale of digital platforms.

Skills + Tech

CDGOHADOOPDATA

Salary Range

Not Informed