Job Description

The Data Analytics Engineer is responsible for designing and developing robust, scalable data pipelines, data marts and business intelligence dashboards to be used across Singapore Airlines Group.

Key Responsibilities include:

• Understand business processes, applications and how data is created, stored and gathered in Singapore Airlines.
• Use big data tools and platforms to create and maintain data pipelines, making sure pipelines are robust, scalable, and reliable. Troubleshoot and rectify issues with data pipelines as necessary.
• Build expertise and domain knowledge on the data. Establish and own the data quality and SLA for various data flows.
• Explore, analyse, and aggregate various types of data to provide business insights to the data team stakeholders. Create compelling story and visualisation to convey these insights. Ask right and inquisitive questions of the data to deliver analytics solution to the business.
• Design, build and manage data marts to satisfy our growing data needs.
• Any other ad-hoc duties.
• This is an individual contributor role.
• Note: You could be posted to any subsidiary in SIA Group.

Requirements

• BS degree in Computer Science or a related technical field. MS or PhD degree is a plus.
• Python development experience in production environment is required.
• More than 2 years of SQL (such as PostgreSQL, Oracle, AWS Redshift, GCP Big Query, or Hive) experience is required. NoSQL experience is a plus.
• More than 2 years working with Linux OS. Knowledge of networks and cybersecurity is a plus.
• Experience working with infrastructure-as-code systems like AWS CloudFormation. DevOps, AWS and GCP experience is a plus.
• Experience in working with a commercial ETL tools like Ab Initio and Talend would be a plus.
• Experience in ETL pipeline design, implementation and maintenance.
• Experience working with visualization tools (specifically Tableau would be preferred).
• Ability in analysing data to identify deliverables, gaps and inconsistencies.
• Ability in managing and communicating data mart plans to internal customers.

Job Description

You will be a member of the Group Information Security Team responsible for ensuring corporate applications, systems, networks, and digital assets are adequately protected and mitigated against cyber threats and risks. You will help drive cybersecurity and risk management efforts and user awareness and education within the Singapore Airlines Group.

Key Responsibilities include:

• Provide cyber governance and risk management oversight.
• Manage the security policy framework and relevant standards.
• Oversee applicable security, regulatory, privacy, contractual cyber requirements.
• Manage cyber risk analysis and self-assessments program for various information services, systems, processes and recognized industry standards.
• Conduct risk assessments, document results, and propose and track remediation tasks.
• Develop compliance program top routinely assess existing infrastructure, systems, and applications for compliance and vulnerabilities and propose relevant mitigating controls.
• Conduct vulnerability assessments and track remediation status of identified vulnerabilities.
• Identify and assess cyber risks and recommend and drive cyber security solution and initiatives to improve cyber security posture.
• Define controls to meet regulatory, legislative, and industry specific compliance requirements.
• Manage third party cyber risk assessment standards.
• Prepare IT security related KPI reports and management reports for compliance monitoring and reporting.
• Drive the implementation of GRC tool.
• Maintain user cyber awareness and provide security advisory on emerging security threats and vulnerabilities.
• Develop, review and continuously improve IT security training material and conduct user training to improve user awareness and incident response readiness.
• This role may be seconded to any of SIA’s subsidiary group

Requirements

• Degree in IT or related fields, with 4-5 years relevant information security working experience, especially in the application security space.
• Professional security certifications (CISSP, CISA, CEH etc) preferred.
• Experience with Governance, Risk and Compliance (GRC) activities.
• Familiar with PCI, PDPA, GDPR requirements
• Experience in security technologies, practices, application/network/systems architecture and design, tests tools and processes.
• Knowledge of cyber security threats, vulnerabilities, hacking and exploit methods etc
• Strong oral, written, presentation and inter-personal skills.
• Possess positive attitude with drive, initiative, enthusiasm and a keen sense of urgency in resolving high-priority issues.
• Able to work independently and in a team-oriented, collaborative environment.

Job Description

• VMware Workspace ONE Administration.
• Airwatch Enterprise Mobility Management (EMM).
• Provide level 2 support for reported issues.Be the technical subject matter expert.
• Participate in discussions with various business units to meet their business requirements.
• Manage, administer and operate the EMM platform.
• Create, manage and roll out device policy in consultation with client Maintain and document the list of devices in the system.
• Manage mobile devices, enroll or unenroll devices from the system.
• Disable or wipe device with approval from client.
• Support upgrade of Horizon Infrastructure.
• Support project teams for mobile app testing (UAT), communication (change management) & deployment (rollout).
• Manage device refresh, mobile app rollout and device OS upgrades.
• Work with principal vendor and operational teams to support any high priority incident and enhancement.
• Note: You could be posted to any subsidiary in SIA Group.

Requirements

• Bachelor's degree in computer engineering, computer science or equivalent, or a related field.
• At least 10 years of experience working in large IT environment.
• At least 3 years of VMware Workspace One experience is a must.
• Possess excellent communication skills and be able to work in virtual teams with internal and external stakeholders.
• Able to lead teams and work with various stakeholders to deliver positive results.
• Applicants must be VMware certified or hold equivalent and/or relevant certification program.

Our team at the Singapore University of Technology and Design (SUTD) is looking at generative AI models for music. You will be joining our Audio, Music, and AI (AMAAI) Lab supervised by Prof. Dorien Herremans. At our lab, we aim to advance the state-of-the-art in AI for music and audio. You will be working on advancing the Mustango text-to-music model.

Ideal skillset:

• Strong knowledge of deep neural networks in PyTorch
• Interest in machine learning for audio
• Experience in NLP and computer vision
• Experience in Music Information Retrieval, ideally AI music generation and or audio transcription
• Interest or experience in music generation systems or audio classification systems
• Savvy programmer in PyTorch
• Creative problem solver with good academic writing skills

An ideal candidate should have a strong background in machine learning, familiarity in NLP and audio computing, PhD in Computer Science and related areas, and willing to work with PhD students in the lab to leverage individual efforts into a combined system.

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