Key Skills
Java Programming, Python Programming, C++, C Programming, SQL, Cloud computing, Scala Programming, Machine learning techniques, Data science techniques, MATLAB Programming, PyTorch, TensorFlow, R Programming
Job Description
NCS is a leading technology services firm with presence in Asia Pacific and partners with governments and enterprises to advance communities through technology. Combining the experience and expertise of its 10,000-strong team across 49 specialisations, NCS provides differentiated and end-to-end technology services to clients with its NEXT capabilities in digital, cloud and platform as well as core offerings in application, infrastructure, engineering and cyber security. NCS also believes in building a strong partner eco-system with leading technology players, research institutions and start-ups to support open innovation and co-creation. For more information, visit ncs.co.
What is the opportunity?
NCS is looking for a data scientist to address challenging data science problems by discovering information hidden in vast amount of data by leveraging techniques in statistics, machine learning, and data mining. The data scientist will work closely with the business users, project managers, and database engineers to develop sophisticated analytics algorithms that provide actionable insights. The role requires to a trusted adviser to our clients in conceptualizing advanced analytics solutions and enabling their journey in data science.
What will you do?
What do you need to succeed?
- Possess good communications skills to understand our customers' core business objectives and build end-to-end data centric solutions to address them
- Good critical thinking and problem-solving abilities
- Curiosity to ask why and tenacity to find the root causes
- Enthusiasm for implementing machine learning products through extensive experimentation from prototyping to production
- Stay up to date with evolving analytics concepts and data science platforms, tools, and techniques
- Ability to work independently and manage multiple task assignments
Must-have:
- Post Graduate Degree (Masters or PhD) in Mathematics, Applied Statistics, Business Analytics or equivalent
- At least 3 years of experience in advanced analytics delivery
- Ability to communicate complex quantitative analysis in a concise and actionable manner
- Proficiency in manipulating and analysing complex, high-volume, high-dimensionality data (structures/unstructured) from varying sources
- Strong knowledge in Feature Selection/Extraction on a variety of data types
- Strong competency in various machine learning techniques (supervised/ unsupervised learning)
- Solid understanding of advanced analytics and statistics concepts (simulations, optimizations, clustering, regression, and neural networks, natural language processing, computer vision etc.)
- Expertise in Python/R, Apache Spark (or similar scripting language) coding capability to operationalize data analytics workflows & processes
- Experience in data visualisation tools and libraries such as Tableau, Qlik, Shiny Plotly, ggplot2, etc
- Experience in machine learning model management and deployment tools using containerisation (Docker, Kubernetes)
Nice to have:
- Experience in AIOps or Cyber Security Analytics
- Experience in MLOps
- Experience in Splunk MLTK or Elastic ML
- Experience in Amazon Web Services, Microsoft Azure, Cloudera, Hadoop, Spark, Storm or related paradigms and associated tools such as Pig, Hive, Mahout
- Experience with DevOps tools in analytics project delivery
- Experience with application/ software development and design
- Exposure in deep learning, and reinforcement learning job experience
- Experience in implementing Graph database analytics
- Knowledge in database modelling and data warehousing concepts
Company Info.
Singtel
Singtel is a Singaporean telecommunications conglomerate and one of the four major telcos operating in the country. The company is the largest mobile network operator in Singapore with 4.1 million subscribers and through subsidiaries, has a combined mobile subscriber base of 640 million customers at the end of financial year 2017.
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Singtel is currently hiring Data Scientist, Information Technology- IT Jobs in Singapore with average base salary of S$75,000 - S$155,000 / Year.