big data engineer in Singapore

posted
contact
sarah yang, randstad
job type
permanent
salary
S$ 7,500 - S$ 14,000 per month
apply now

job details

posted
location
singapore
specialism
information technology
job type
permanent
working hours
Full-Time
salary
S$ 7,500 - S$ 14,000 per month
reference number
91M0131792_1553587705
contact
sarah yang, randstad
apply now

job description

about the company
Our client is one of the top local startups with regional presence, expanding their R&D team in Singapore. They are breaking new grounds within the industry, building several platforms to support their services business and for commercial purposes. They are looking to hire data engineers who would be able to build a data lake and architecture, to discover vast amounts of data to come up with groundbreaking products

about the job
You will:

  • Design, develop, maintain, and manage the software system cluster including, the system platform, ETL pipelines, data lake, and data warehouse
  • Capacity planning of system operational loads and design according to use case
  • Data mining using state-of-the-art methods
  • Enhancing data collection procedures to include information that is relevant for building analytic systems
  • Processing, cleansing, and verifying the integrity of data used for analysis
  • Doing ad-hoc analysis and presenting results in a clear manner
  • Creating automated anomaly detection systems and constant tracking of its performance
  • Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies
  • Assess the effectiveness and accuracy of new data sources and data gathering techniques


skills and experience required

  • Bachelors/Masters in Computer Science, Computer Engineering, Statistics, Mathematics, or other relevant engineering and mathematics field or equivalent experience
  • More than 3 years of experience in software engineering for data-intensive applications, a polyglot well versed with multiple programming languages preferred: Programming knowledge and experience with one or more of these several languages: C, Python, Java, JavaScript, Scala, Clojure, etc
  • Experience with distributed / big data such as MapReduce, Hadoop, Hive, Spark, etc
  • Proficient with NoSQL databases such as Cassandra, HBase
  • Experience with data visualisation tools, such as D3.js, GGplot, etc
  • Problem solving skills with emphasis on product development
  • Understanding of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks) and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, etc. Clear understanding in Data Wrangling and Data Intuition
  • Experience with building data lake and architecture, data pipelines and warehousing


To apply online please use the 'apply' function, alternatively you may send your CV to sarah.yang(@)randstad.com.sg or contact Sarah Yang at +65 6510 3633.

Referrals are greatly appreciated!

(EA: 94C3609/ R1657816)




skills

no additional skills required

qualification

no additional qualifications required

educational requirements

Bachelor Degree