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Apps Development Sr Manager

Locations: Singapore, Singapore Job Function: Operations & Technology Employee Status: Regular Job ID: 20188521

Job Purpose:

The aim of this project is to build common data architecture, services and tools that are going to be centrally available for various components in OpSo architecture. Eg: Reference data services, Data Reporting and Analytics based on Machine Learning and Deep Learning algorithms.

Job Background/context:

​We're looking for solutions enthusiast with Java and Python experience who want to hone their Machine Learning skills. Join our team of Machine Learning developers and become a part of a high-impact, fast paced team that develops practical Machine Learning applications. You will be working large data sets, with real-time data feeds in support of our client applications. Design and develop services based on Machine Learning and Deep Learning algorithms.

Key Responsibilities:

  • Must have a strong sense of ownership and commitment with a desire for technology and automation
  • Appreciable attitude and inclination towards R&D for Machine Learning and engineering practice 
  • Understanding of hands on Data Science/ML lifecycle management
  • Experience in Model Building and Model/Code Optimization
  • Expert programming skills in one or more of Python/Java/R, with an ability to pick up new languages and tools
  • Experience in working with models/APIs to deploy them using Flask/Django etc. as end-point inference or batch inference would be a great advantage
  • Creating data pipelines to engineer apps deployment across platforms and environments and working with ML pipelines is a plus – Familiarity with Jenkins and the likes
  • Having worked with Container-based deployments leveraging Docker/Kubernetes/OpenShift technologies would be an advantage
  • Good to have worked with distributed systems with regards to scalability, fault-tolerance, cluster management etc.
  • SQL and database understanding.
  • Familiarity with Cloud-based services like AWS, Azure

Person Specification

  • Highly motivated self-starters willing to learn new techniques; naturally disrupt traditional processes with new ways of doing things, Fast learner, team player, likes fast paced environments
  • Need to have a natural desire to go beneath the surface of a problem. Have an R&D oriented mindset to think critically about challenges and can produce ingenious solutions.
  • Excel in communicating with teammates clearly and consistently. Able to deliver on aggressive team goals and partner effectively in defining technical solutions
  • Confident and self-driven as more often than not they will have to deal with situations where there are many unknowns.

Skills Required

Must Have:

  • Python
  • Machine Learning
  • ML Deployment/Operationalization
  • Expertise in production Level Machine Learning Model deployment and serving.
  • Deep Learning Concepts and Algorithms
  • NLP / Text Processing
  • Distributed Environment / Bigdata Ecosystem
  • SQL and database understanding 

Good to Have:

  • Finance /Trade lifecycle experience.
  • API/Flask/Django
  • TensorFlow/ Keras / Pytorch
  • Containerization – Docker/Kubernetes/OpenShift
  • Data Pipelines/Jenkins
  • AWS/Azure/On-prem cloud

Qualifications:

  • Phd or Master  Degree in AI/ DataScience
  • Candidate will be closely working with R&D Team in India

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Job Family Group:

Technology

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Job Family:

Applications Development

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Time Type:

Full time

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