Job Description

SIA has multiple positions for senior data scientists to drive our AI, data science and business analytics initiatives.

Key Responsibilities include:

• Member of an in-house AI and data science development team that works on AI (including areas in generative AI, autonomous agent, NLP, computer vision and recommender system), mathematical optimization, game theory, and experimental design.
• Work closely with business stakeholders to create impactful and intelligent features/services in AI, data science and data analytics. Propose and build scalable ML/DL solutions. Deploy them as API microservices for use by software applications and business users for faster and more effective decision making.
• Oversee the technical work of external technology partners and provide them datasets to deliver products/services in AI and data science. Support business users in the assessment/ validation of partner-supplied prediction models and in their deployment to production cloud.
• Work closely with application development teams to operationalize and integrate AI/ML capabilities in API microservices.
• Note: You could be posted to any subsidiary in SIA Group.

Requirements

• BS in Computer Science, Mathematics, Statistics, Physics or related discipline is required. PhD and MS degrees related to machine learning and other AI disciplines are preferred.
• Intermediate programming skills in Python. Conversant with algorithm design/analysis, data structure and SQL. Familiarity with functional/object-oriented software development using modern programming languages such as Scala, TypeScript/JavaScript, Java and C# is a plus.
• Exposure in the use of workflow/map-reduce and stream processing systems such as Spark and Kafka for big-data processing.
• 2 or more years of relevant industry experience as a hands-on data scientist/AI engineer in shallow and deep learning (you should be very familiar with most topics covered in the free undergraduate textbook by Gareth James, “An Introduction to Statistical Learning – with Applications in Python”, 2023). Additional exposure in some of the following areas is a plus:

1. Use of recent proprietary/open-source LLMs through prompt engineering (such as OpenAI ChatGPT and Bing Chat). Familiarity with LLM application/data frameworks (such as LlamaIndex and LangChain).
   
2. Experience of using GPU-accelerated deep learning frameworks (such as PyTorch and TensorFlow).
   
3. Familiarity with Bayesian statistics/inference and Bayesian/causal networks for probabilistic reasoning.
   

• Some hands-on experience of AWS, Azure, GCP or other public cloud environment.
• Good interpersonal and communication skills for working with both technical staff and non-technical business users.
• Experience with Agile/Scrum/Kanban methodologies is a plus.

Job Summary: We are in search of a highly motivated and accomplished Senior Research Assistant or Research Associate to join our team and contribute to our ongoing research project "Towards Realistic Deep Learning for 3D Vision". The successful candidate will collaborate closely with our research team, working on the development of ground-breaking algorithms and methodologies for 3D deep learning from heterogeneous data sources such as language and 3D data. This role offers an exciting opportunity to engage in cutting-edge research and have a substantial influence on the field.

Responsibilities:

• Undertake research in the field of realistic 3D deep learning, with a primary focus on pioneering algorithms and methodologies with language-guided 3D scene understanding.
• Design and execute experiments to validate the proposed approaches.
• Analyze and interpret data sourced from heterogeneous inputs.
• Stay up-to-date with the latest advancements in language-guided 3D scene understanding and related fields, and integrate new findings into research projects.
• Prepare research papers for publication in prestigious conferences.

Qualifications:

• A Master degree in computer science, Electrical Engineering, or a related discipline, with a specialization on computer vision, image processing, or 3D reconstruction.
• A strong background in computer vision, machine learning, and 3D geometry.
• Proficiency in programming languages such as Python, C++, or MATLAB.
• Experience with relevant software libraries and frameworks, such as Pytorch, OpenCV, or PCL.
• A solid grasp of mathematical concepts related to 3D computer vision, including geometry, optimization, and statistical methods.
• Good problem-solving and analytical abilities.
• Strong communication skills

Job Description

The successful candidate will be part of the IT Service Management team. This is an individual contributor role.

Key Responsibilities include:

• Manage, develop, enhance and support company’s IT Service management platform. Drive strategic development and enhance its usability and integration with other tools and process to maximise value.
• Drive IT Operational Service Delivery and management activities, e.g. Incident, Problem, Change, Patch, Configuration and Asset management processes. This includes support of IT operational incidents after office hours.
• Support management and drive collaboration of day to day operational activities across various towers and stakeholders from datacentre facilities, network and platforms
• Manage and drive the IT Service Provider’s performance for IT Operations and ensure Service Level Agreements have been fulfilled and improvement plans to be established
• Serve as the Point of Contact for IT initiatives’ performance, services and changes.
• Facilitate system and service handover to the IT operations for any new applications and major enhancements
• Any relevant ad-hoc duties

Requirements

• Degree in IT related discipline & IT Infrastructure Library (ITIL) Certification
• Minimum 5 – 8 yrs of relevant experience in IT Infrastructure Operations and IT Service Management
• Experienced in project management for IT Infrastructure initiatives, scripting, system admin capabilities, service automation and related technologies.
• Knowledge of actual development and Hands-on administration on ServiceNow Platform. Certification in ServiceNow ITSM CAS, CAD or CIS preferred
• Knowledge in scripting on Json, Python or Javascript on Monitoring / Orchestration platforms, Splunk, ServiceNow or APM tool will be an added advantage
• Working knowledge on network, IT DevOps technologies, Linux, Wintel, VMware and Cloud technologies (AWS / Azure)
• Knowledge and experience in DevOps and Agile
• Responsive to dynamic environment
• Effective & Excellent Skills in Communication (both written and spoken) as well as Vendor and People/Relationship Management
• User-Oriented with good appreciation of business operations
• Diligent and willing to work beyond office hours
• Independent, Self-motivated and result driven

The Management Analyst will be acting an HR Organizational Analysis personnel and report to the Group HRD, he/she has to apply principles of psychology and organizational development research including Humanity, engagement; Benchmark analysis & market analysis of HR Functions and designing relevant structures. You will be responsible for

• General data analysis to identify process gaps and improvement opportunities for the existing processes
• Lead the diagnosing of issues relating to organizational needs and team effectiveness using data such as engagement surveys, focus group discussions or interviews and derive meaningful insights to leaders.
• Research, design and implement people and organizational development strategies and interventions that aligns with the organizational goals, vision and culture based on diagnosis.
• Analyse organizational data and metrics to evaluate the effectiveness of interventions, presenting to departmental stakeholders and leaders and continuously make adjustments for improvements.
• Drive the change management of the organization's strategic goals, culture and mindset working through other HR members at times or directly with Departmental stakeholders, providing information, advice and services when required.
• Tupport talent selection and management, especially high-performing individuals to identify, retain and develop them for critical roles within the organization through development and interpretation of various existing psychological assessments and selection tools.
• Stay up to date with best practices and industry trends in OD and make recommendations for improvements
• Data manipulation & analysis for data from various regions
• Providing market insights on payroll & total rewards
• Ability to manage several projects simultaneously.
• Hands-on experience manipulating and deriving insights from large datasets; adept in using data analytics to draw insights from data and visualization tools for the presentation of data to effectively convey meaningful insights.

Requirements

• Strong academic pedigree statistics/investment professional with 2+ years of PMO experiences or similar who is a also a digital native and willing to work as an HR professional
• Must be able to use MS office, Power BI etc at a professional level to provide professional Data visualization, demographics, able to use SPSS、SQL、Python;
• Experienced in designing methodologies, people analysis and frameworks to analyse people problems and develop recommendations for action
• Excellent communication skills, both written and verbal, to engage stakeholders at all levels across different regions.
• Proven capabilities in strategic thinking, critical thinking, analysis, communication and stakeholder management
• Experienced in handling complex and scalable HR projects