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ISD Apprentice – Data Science

Job Posted at: 2020-10-15 15:44:00




2020-10-30 15:44:00



Job Scope

  • Understanding data analytics methodology, machine learning and deep learning.
  • Understanding business objectives and developing data science solutions that help to achieve business goals, along with metrics to track their progress.
  • Help product managers and business stakeholders understand the potential, limitations and results of data science.
  • To conceptualize, prototype, design, develop and implement large scale data science solutions on premises or in the cloud.
  • Utilizes internal and external data to generate features, derive insight, visualize pattern, and support impactful decision-making.
  • Develop and implement advanced analytics use cases with machine learning, graph database, search engine, geographical information system and artificial intelligence to yield business value from data.
  • Implement predictive modeling, multivariate analysis, research design, association rules, time series analysis, survival analysis, forecasting and optimization techniques to formulate and solve data analysis problems.
  • Understanding the challenges of explainable machine learning and artificial intelligence, applying modern explainable methods to measure their fairness.

Skills & Qualifications

  • Bachelor’s degree in Computer Science and Information Technology holder with minimum CGPA of 3.0 or its equivalent.
  • At least 1 year hands-on data mining or data science experience.
  • Proficiency with SQL for querying and managing data in relational databases.
  • Proficiency with Python-based libraries for data science such as scikit-learn, numpy, scipy, pandas, statsmodel, matplotlib, tensorflow or pytorch.
  • Knowledge of other coding languages such as Shell Script and Java.
  • Excellent team-oriented and interpersonal skills.
  • Strong interest for creative problem solving.
  • Good communication skills with the ability to clearly articulate findings and present solutions.
  • Less than 1 year working experience.
  • 1 Year Fixed Term Contract and subject to conversion to permanent position.

Preferred Experience

  • Publications in major ML/NLP conferences or journal.
  • Participation in Kaggle or similar competitions.
  • Participation in Hackathon event(s).
  • Experience with deep learning frameworks such as TensorFlow or PyTorch.
  • Experience with natural language processing, image processing, graph analysis or GIS.
  • Experience with scalable framework, such as Dask, Ray, CUDA or Spark.
  • Experience with real-time processing framework, such as Kafka.
  • Experience with cloud-based environments such as AWS, GCP or Azure.

Job Requirements

Minimum Working Experience

1 Year

Minimum Education

Professional Degree

Minimum Grade

Grade A

Field of Study

Computer Science/Information Technology

  • 1 Year Fixed Term Contract.
  • Able to start work on mid November/ early December 2020 if shortlisted.

E-mail your C.V now to talent@u.com.my with the Subject of Application for ISD Apprentice – Data Science

Note: Only shortlisted candidates will be contacted.

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