Cloud Native Engineering Lead

3 days ago


Petaling Jaya, Selangor, Malaysia GrabTaxi Holdings Pte. Ltd. Full time

Cloud Native Engineering Lead

We are seeking a highly skilled Cloud Native Engineering Lead to join our team at GrabTaxi Holdings Pte. Ltd.

As a leader, you will be responsible for overseeing the design, implementation, and rollout of cutting-edge ML&AI platforms for large-scale workloads at Grab.

You will work closely with cross-functional teams to setup and define standards for complex pipelines and automate cloud infrastructure provisioning and deployments of ML pipelines.

Requirements:

  • Bachelor's/Master's degree in computer science, machine learning, or related fields.
  • 5+ years of machine learning experience in industry.
  • Proficient in at least one programming language such as Golang, Python, Scala, or Java.
  • Strong understanding of machine learning approaches and algorithms.
  • Extensive knowledge of ML frameworks such as TensorFlow, PyTorch, Spark ML, scikit-learn, or related frameworks.
  • Experiences of Docker, Kubernetes, Ray, NoSQL solutions, Memcache/Redis, cloud platforms (specifically, AWS).
  • Familiarity with machine learning lifecycle management, including feature engineering, model training, validation, deployment, A/B testing, monitoring, and retraining.
  • Experienced in MLOps and managing production machine learning lifecycle is a plus.
  • Experience developing machine learning models for ranking, recommendations, search, content understanding, image generation, or other relevant applications of machine learning is a plus.
  • Prior working experience with building GenAI or llmops platforms is a plus.
  • Strong leadership, mentorship, and communication skills.


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