Senior Engineer

Date: 30 Oct 2023

Location: Singapore, SG

Company: ST Engineering Group

Job Description

• Work with internal and external stakeholders including customers, partners and colleagues to solicit requirements, design, develop, test and maintain Machine Learning systems
• Responsible for documentation of system specifications
• Conduct technical exploration of new Machine Leaning tools, techniques and platforms
• Assist to maintain Machine Learning/AI knowledge repository
• Support pre-sales initiatives, proposal development and provide post-sales support for Machine Learning systems

 
Job Requirements

• Degree, Master’s Degree or PhD in Computer Science/Engineering, Knowledge Engineering, Information Systems, Information Technology, Mathematics or equivalent with working experience in development of Machine Learning systems
• Recognized professional or industrial certifications in relevant Machine Learning technologies or competencies
• At least 3-5 years of professional experiences in design and development of Machine Learning systems
• In-depth technical knowledge in at least two of the below areas:
  • Data Modelling
  • Data Mining
  • Statistical Analysis
  • Simulation
  • Operations Research
  • Data Visualisation
  • Predictive Analytics
• Technical expertise in Python, R, SQL, Java, C/C++, MATLAB, Scala etc.
• Knowledge of big data technologies e.g. Hadoop, Spark, Hive, HBase etc. will be an added advantage
• Knowledge of cloud computing platforms e.g. AWS, Google Cloud Platform, Microsoft Azure will be an added advantage 
• Experience in agile development methodologies
• Knowledge of MLOps best practices in model development and deployment, CI/CD, version control etc.
• Excellent written and verbal communications skills;
• Highly organized, motivated, independent and resourceful team player
• Strong analytical thinking, interpersonal and problem-solving skills
• Able to work productively in an agile and fast-paced consulting environment