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Algorithm Engineer (Data Scientist)

Location Central, Singapore
Posted 13-May-2020
Description
Algorithm Engineer (Data Scientist)

Established global MNC within the energy sector
Diverse, forward thinking, and high performing team
Work on cutting edge technologies and advanced data science solutions
You will be responsible for:
Working on core data science projects ranging from prediction to regression and operational research
Application of a multitude of techniques such as deep learning, reinforcement learning, machine learning, natural language processing, and operational research to solve real world problems
Applying advanced statistical methods and work with large, complex data sets.
Working closely with operational teams across the business on deployment, monitoring, and management
Designing optimized and controlled models in order to solve complex problems
Understanding the business and clients needs and goals to turn business problems into machine learning problems
You must have:
Minimum three (3) years of professional working experience
Proficient in Python, Java, C++
Strong background in computer programming
Deep knowledge of Machine Learning algorithms such as:
o Regression Prediction based Linear Regression / Random Forest / Gradient Boosting Regression / Support Vector Regression
o Time Series Analysis
o Clustering and Classification algorithms o Feature engineering
Strong understanding of Deep Learning programming frameworks and architecture such as: Tensorflow / Keras / Torch / Caffe / CNN etc.
Significant experience with Operations Research algorithms and libraries such as: Gurobi / Coin- OR / Cplex / GNU Linear Programming Kit
Excellent problem solving, critical thinking, and communication skills

 
Awards & Accolades for MyTechLogy
Winner of
REDHERRING
Top 100 Asia
Finalist at SiTF Awards 2014 under the category Best Social & Community Product
Finalist at HR Vendor of the Year 2015 Awards under the category Best Learning Management System
Finalist at HR Vendor of the Year 2015 Awards under the category Best Talent Management Software
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