• Manage, design, develop, create and maintain small-scale through to large-scale construction projects in a safe, timely and sustainable manner.

• Conduct on site investigations and analyze data (maps, reports, tests, drawings and other).

• Carry out technical and feasibility studies and draw up blueprints that satisfy technical specifications.

• Assess potential risks, materials and costs.

• Provide advice and resolve creatively any emerging problems/deficiencies.

• Oversee and mentor staff and liaise with a variety of stakeholders.

• Handle over the resulting structures and services for use.

• Monitor progress and compile reports in project status.

• Manage budget and purchase equipment/materials.

• Comply with guidelines and regulations including permits, safety etc and deliver technical files and other technical documentation as required.

• Working with a team of fellow engineers and construction crews to organize and complete projects.

· Prepare detailed design reports, calculations and drawings.

· Prepare submissions to statutory agencies/ authorities.

· Participate in the coordination with other disciplines in preparation of design deliveries.

· Participate in preparing tender documentations.

· Participate in the successful delivery of projects.

· Perform any other duties as assigned.

Requirements:

· Degree in Civil or Structural Engineering from a recognized University and eligible for registration with the Professional Engineers Board (Singapore).

· Conversant with local codes and authority submission procedures.

· Excellent interpersonal, good written and verbal communication skills.

· Have good knowledge of common engineering design software.

· Strong analytical skills.

· Able to work under pressure with good time management skill.

· Fresh graduates with good engineering fundamentals and passions for civil & structural engineering may apply.

If you wish to have the opportunity to work in an international consultancy firm that offers attractive remuneration, a 5-day work week and a conducive environment to enhance your skills and experience, please send your full resume, including your salary expectations and contact telephone number to

2 International Business Park, #06-08

The Strategy, Tower 1, Singapore 609930

Email: [email protected]

(Only shortlisted candidates will be notified)

Role & Responsibilites

• Anticipates potential problems, and proactively solves problems through creative thinking / using internal and external resources.
• This position is considered more seasoned and chances for errors are minimal. Thru soundness of self judgment, discussions with section lead and department manager for key decisions, regular review process the work accuracy is maintained.
• To independently review & develop various complex commissioning deliverables, analyze the documents and highlight the shortfalls through vigorous review process and address these shortfalls with the team.
• Capable of managing demanding expectations of clients which may range from addressing gaps to unexpected work scope variations while ensuring conformance to the project, regulatory and contract requirements.
• Participates in meetings with the project team to review progress and addresses interface/implementation/execution issues where necessary based on the standard procedures, practices and lessons learnt from past projects to ensure that the project proceeds timely and smoothly.
• Independent on regular nature of work, uses personal experience, and applies relevant company policies and procedures.
• Uses creativity, constructive thinking and Interprets / independent judgment to formulate results based on principles, personal experience. Develop unique solutions for complex issues.
• Participate in Engineering Reviews and Engineering Validation Activities including but not limited to HAZID, HAZOP, Studies, Operability, Front Loading Commissioning in design, SCE’s and Performance standards in Commissioning Procedures.
• Develop Onshore and Offshore Commissioning Procedures for Instrumentation and Control Systems. • To support in developing project deliverables as per project & client requirement

Responsibilities:

• Collaborate with Senior Engineers for design requirements and specifications.
• Assist in Analog, mixed-signal, and digital IC design.
• Participate in RTL coding and verification for digital ICs.
• Support design verification tasks.
• Conduct circuit simulations and analysis using Cadence, Synopsys, and Mentor Graphics tools.
• Assist layout engineers with floor planning.
• Analyze and debug silicon failures, suggesting design improvements.
• Contribute to the development of design methodologies to enhance efficiency.
• Document design work and test plans.
• Collaborate with cross-functional teams to ensure successful tape-out.

Requirements:

• Bachelor’s Degree in Electrical Engineering or equivalents.
• At least 2 years of relevant working experience.
• Understanding the IC development flow in advanced CMOS processes, including design, layout, and tape-out.
• Understanding the fundamental theories of digital or analog circuit design.
• Capability to generate inventive designs and circuit solutions tailored to fulfill customer needs.

__________________________________________________________

HOW TO APPLY :

Interested candidates, please submit your resume by clicking on “Quick Apply” or contact [email protected] for more details.

Please provide following information in the resume for immediate processing

1) Reasons for leaving current and/or last employment

2) Last drawn and/or current salary

3) Expected salary

4) Date of availability and/or Notice Period

All applications will be treated in strictest confidence and only shortlisted candidates will be notified

Wee Wai Dan

EA License No : 03C5391

EA Reg No : R22109628

Responsibilities:

• Lead RTL design, simulation, and verification for TetraMem ASIC/SoC products, ensuring robustness.
• Integrate and validate IP blocks for seamless system functionality.
• Analyze requirements for Power, Performance, and Area (PPA), optimizing design trade-offs.
• Collaborate with backend team in RTL coding, implementation, and synthesis for successful tapeout.
• Create and maintain reusable IPs for AI/in-memory computing.
• Support Post-Si testing to ensure product functionality and quality.
• Mentor junior engineers to facilitate their professional growth.
• Contribute to design reviews for improved product performance and reliability.
• Stay current on RTL design methodologies for efficiency and quality.
• Collaborate with cross-functional teams for successful product development.

Requirements:

• Minimum Master in Electrical Engineering with 5 years of working experience with emphasis on RTL/SoC/digital design.
• Proficient in Verilog and SystemVerilog.
• Proficient in VCS, Verdi, or similar industry-standard tools.
• Skilled in pre-layout and post-layout simulation.
• Knowledgeable about the design flow and collaboration with backend teams.
• Familiar with AMBA APB and AXI protocols.
• Familiar with RISC/Arm or other core architectures.

__________________________________________________________

HOW TO APPLY :

Interested candidates, please submit your resume by clicking on “Quick Apply” or contact [email protected] for more details.

Please provide following information in the resume for immediate processing

1) Reasons for leaving current and/or last employment

2) Last drawn and/or current salary

3) Expected salary

4) Date of availability and/or Notice Period

All applications will be treated in strictest confidence and only shortlisted candidates will be notified

Wee Wai Dan

EA License No : 03C5391

EA Reg No : R22109628

• Assist the Chief Engineer in the daily operation, facilitate effective repair and maintenance of the Hotel Asset
• Responsible for the day-to-day management of the Engineering and Maintenance operations in an efficient condition to ensure the safety and comfort of guests and employees
• Support Guest experience through programmed maintenance of the Hotel in all areas from Public Areas to Guest rooms
• Drive the Engineering team to be efficient and effective when it comes to maintaining the Hotel Asset
• Be a key leader of the Hotel’s Fire & Safety culture, conducting training and ensuring the equipment is in top working condition following all local government regulations
• Department Training Champion, ensuring effective, regular training is conducted to Support the HOD's responsibility in this area
• Ensure safe work practices are followed at all times by the Hotel team & contractors. BizSAFE 3
• Always look for energy, water, and other efficiencies that the Hotel can apply to reduce our impact on the environment and operating costs
• Led a team of engineering and Maintenance Specialists responsible for all engineering operations such as troubleshooting operations, repairs, maintenance of mechanical, and electrical service, and general building
• To ensure the compliance of all local Fire & Safety, building control & environmental codes and regulations
• Coordinate and link with various service companies, contractors, consultants, architects, government, etc.

• Assist the Maintenance Officer/Senior Duty Engineer in the daily operation within the department
• Ensures the standard maintenance for the hotel’s different equipment is attended to like plumbing, electrical appliances, locks, heating, air conditioning, bathroom fixtures, and all other related equipment is in good working condition
• Take on small renovation jobs such as painting, carpeting, furnishings, etc.
• Be familiar with the operational duties and the services
• Check system or equipment for faults and follow up on the repair works if required
• Ensure that all firefighting facilities and equipment are ready to use at all times
• Monitor the service and maintenance of all equipment and controls
• Follow up on preventive and corrective maintenance. To keep a record for proper control for efficiency
• Keep a daily log that inventories the work done in the hotels
• Keep up to date on safety-related administrative documents
• Ensures life and property safety
• Ensure his/her safety and the safety of others during your interventions and those of the external service providers
• Gives colleagues any help they require in terms of hotel maintenance
• Strive to implement the Accor Vision and demonstrate active use of the Accor Values

About the job

We are seeking an Infrastructure Engineer at Ikano Retail.  Reporting to the IT Operations Manager, in this role, you will be responsible for overseeing the configuration, administration, and Level 2 (L2) support of the company's IT infrastructure. You will play a crucial role in supporting IT infrastructure improvement and establishment projects aimed at enhancing operational efficiency.

Your assignment

• Infrastructure Administration and Support: Administer, configure, and support IT data center infrastructure, network, cloud, and EUC infrastructure, ensuring their optimal performance and availability.
• Server and Storage Management: Configure and administer Dell Servers & Storage, ensuring their smooth operation and efficient utilization within the IT environment.
• Virtualization and Cloud Administration: Manage VMWARE, VEEAM, and Azure Cloud administration, overseeing virtualized environments and cloud-based services to support business operations.
• Endpoint Management: Administer Microsoft Windows servers, Active Directory, SCCM, and Sophos AntiVirus, ensuring the security and functionality of endpoint devices.
• IT Infrastructure Tools Management: Manage IT infrastructure tools such as Manage Engine AD management, VEEAM/EMC Networker, and Microsoft Sentinel, ensuring their effective utilization in IT operations. Maintain updated security patches and network devices firmware.
• Network Infrastructure Configuration: Configure and troubleshoot Cisco core switches, wireless controllers, and Cisco ISE, ensuring the stability and security of network infrastructure.
• Firewall Policy Management: Fine-tune and configure firewall policies, implementing security measures to protect the company's network infrastructure from unauthorized access and threats.
• Vendor Coordination and Support: Coordinate support with principal IT infrastructure vendors, Inter-IKEA infra teams, and solution partners, ensuring timely resolution of IT infrastructure issues.
• Incident Resolution and User Support: Investigate, troubleshoot, and resolve IT infrastructure Level 2 support incidents, change management, and service requests, providing efficient and effective solutions to users.
• Audit and Compliance Support: Support IT infrastructure-related audit, compliance, and security reviews and assessments, ensuring adherence to regulatory standards and best practices.
• Standardization and Process Improvement: Support and coordinate with IT Infra Specialists to strengthen and standardize infrastructure architecture design, delivery, and operational processes, promoting efficiency and consistency. Maintain inventory records of IT infrastructure hardware with associated software licenses and support contracts, and support system and data backup and recovery procedures to ensure the integrity and availability of business data and IT services.

Job Responsibilities:

• Establishes networking environment by designing system configuration, directing system installation, defining, documenting, and enforcing system standards
• Maximizes network performance and optimization by monitoring performance, troubleshooting network problems and scheduling upgrades when necessary
• Oversee maintenance of all IT system in line with IT security policy
• Secures network system by establishing and enforcing policies, defining and monitoring access
• Ensure project tasks are completed on time and project goals are achieved

Relevant experience:

• Minimum 3 years of experience in IT support

Basic skills required:

• Diploma / Bachelor degree in IT related field or equivalent
• Knowledge on Server/Cloud Technology (e.g. AWS, Virtual Machines, etc)
• Knowledge on LAN/WAN networking, network design, problem solving, network hardware configuration and project management
• Responsible resourceful, customer oriented and an independent player

R&D Engineer II for the product development of door hardware products. (i.e. door closers and floor springs). An experienced professional responsible for leading and executing entire product development cycles, from new concept design generation, concept and feasibility evaluation, detailed design to prototyping and testing until series production :

Main Responsibilities :

• Develops and manages new designs in accordance with project requirements and objectives, while adhering to project milestones and schedule.
• Conduct feasibility studies, FMEA, cost analysis and material selection to support design decisions.
• Collaborate closely manufacturers, and suppliers to address technical challenges through DFM & DFA and ensure successful implementation of designs.
• Prepare and present design proposals, progress reports, and project updates to stakeholders, while abiding to timely delivery within project’s budget.
• Utilizes SolidWorks software to generate detailed 3D models and technical drawings for prototypes and production.
• Setup test plans using DOE methodology, analyze test results and iterate design to meet performance and quality standards.

This position is ideal for an engineer who is passionate about solving challenging business problems and building applications that provide an excellent user experience. You will be an integral part of the Payment Products Development team focusing on development of software solutions that leverage data to solve business problems. The candidate will be extensively involved in hands-on activities including proof of concepts, developing, and testing. The candidate should demonstrate adaptability and readiness to change tasks according to the team's requirements.

• Deliver high-quality products and features, taking a holistic view from the initial idea to final delivery. This involves design, development, and testing, along with accountability for release deployments and providing support after deployment

• Understand the product in its entirety and ensure timely delivery of your assigned module in an agile team setting

• Accurately scope effort, identify risks and clearly communicate trade-offs with the team members and other stakeholders

• Coordinate and participate in Continuous Integration activities, testing automation frameworks, and other related items in addition to contributing to core product code

• Effectively communicate status updates, issues, and potential risks accurately and promptly

• Perform other tasks related to data governance and system infrastructure, as and when required

This is a hybrid position. Hybrid employees can alternate time between both remote and office. Employees in hybrid roles are expected to work from the office 2-3 set days a week (determined by leadership/site), with a general guidepost of being in the office 50% or more of the time based on business needs.

Job Descriptions

• To do up products specifications for main contractors, architects, Consultants
• Establish Communicative Business Relationship With Prospective Clients at long term.
• Be the account manager for the projects

Job Requirements

• Candidate must possess at least a Diploma & Above, preferably construction related.
• Self Confidence, strong analytical mind, able to communicate with various professionals and different site personnel, friendly, team player & target oriented.
• Possess own car
• Required skill(s): MS Excel, MS Powerpoint, MS Word.
• At least 2 year(s) of working experience in the related field is required for this position.
• At least Project based type Sales Experience
• Handling Specifications

Benefits

• $600 transport allowance
• Can claim home season parking, parking fees and ERP charges pertaining to work can be claimed on reimbursement basis.
• Petrol Fleet card given
• Company mobile line, phone and laptop will be provided
• Annual leave starts from 10 days
• Entitled to quarterly profit sharing, have quarter sales target which set by HQ and once they exceed the sales target, they will have the profit sharing on the excess amount. Personal target will be set by HOD, once hit then is eligible for the profit-sharing pool. Team work is important.

Working hours

• Mon-Fri, 5days work week
• 8.30-18.00

Detailed JD (Roles and Responsibilities)

AI/ML engineer role - Implement model training and serving pipelines at scale (GPU), model API, containerization – Python / Scikit-learn / Pytorch / Tensorflow / LLM Hugging Face / Azure ML / Azure AI / (optional) Databricks / MLOps (CI/CD, Versionning, Artifact repo, Logging etc.)

Mandatory skills

Python / Scikit-learn / Pytorch / Tensorflow / LLM Hugging Face / Azure ML / Azure AI / MLOps

Desired/ Secondary skills

(optional) Databricks

No Deviation is a provider of patient-centric solutions for the pharmaceutical industry, and we are currently seeking individuals who are passionate about joining our team. Our areas of expertise include engineering consultancy, Commissioning Qualification Validation (CQV), as well as Quality, Compliance, and Regulatory services.

We strongly uphold our core values of Empathy, Integrity, and Transparency, and we strive to create a collaborative, innovative, and inclusive work environment that fosters personal growth and development.

By joining our team, you will have the opportunity to make a meaningful impact in the pharmaceutical industry while advancing your career.

Scope of Responsibilities:

• Ensure the correct application of the ‘HSE by Design’ Reviews across the project and ensure any significant risks or major non-compliances are addressed.

• Coordinate HSE aspects of all design work and cooperate with others involved with the project.

• Support the design team in respect of design coordination and the identification, elimination, reduction and recording of residual risks.

• Support the design team in undertaking process hazard analysis and ensure all outcomes are recorded and actioned through the design process.

• Support the design team in conducting ‘HSE by Design’ risk reviews, layers of protection analysis, consequence analysis throughout project life cycle.

• Ensure that any residual risks identified from the detailed design phase are recorded on the risk register communicated and that full information is provided for Commissioning and Start-Up HSE Plan

• Ensure that contractors with design responsibilities fulfil their roles, to eliminate, mitigate or control

risk identified as residual risks during detailed design phase.

• Lead prestart-up safety reviews with all stakeholders and ensure all outcomes are recorded and actioned before handing over to operations.

• Support incident investigation of process-related safety and environmental-related incidents and manage it through incident recording and tracking program.

* Responsible for achieving sales targets and providing technical support to our customers.

Requirements :

* Diploma or ITC / NTC2 in Mechanical / Electrical or Marine Engineering

* Entry-Level graduates may apply

* Sales and product training will be provided

* Excellent interpersonal, communication & negotiation skills

* Must possess Class 3 licence and own a car

Detailed JD (Roles and Responsibilities)

AI/ML engineer role - Implement model training and serving pipelines at scale (GPU), model API, containerization – Python / Scikit-learn / Pytorch / Tensorflow / LLM Hugging Face / Azure ML / Azure AI / (optional) Databricks / MLOps (CI/CD, Versionning, Artifact repo, Logging etc.)

Mandatory skills

Python / Scikit-learn / Pytorch / Tensorflow / LLM Hugging Face / Azure ML / Azure AI / MLOps

Desired/ Secondary skills

(optional) Databricks

• Analyze the Authority’s data needs and document the requirements.

• Refine data collection/consumption by migrating data collection to more efficient channels.

• Plan, design and implement data engineering jobs and reporting solutions to meet the analytical needs.

• Develop test plan and scripts for system testing, support user acceptance testing.

• Work with the Authority’s technical teams to ensure smooth deployment and adoption of new solution.

• Ensure the smooth operations and service level of IT solutions.

• Support production issues - Track record in implementing systems with high availability, high performance, high security.

• Good understanding and completion of projects using waterfall/Agile methodology.

• Good understanding of analytics and data warehouse implementations.

• Ability to troubleshoot complex issues ranging from system resource to application stack traces.

• Strong SQL, data modelling and data analysis skills are a must.

• Hands-on experience in big data engineering jobs using Python, PySpark, Linux, and ETL tools like Informatica.

• Track record in implementing systems using Hive, Impala and Cloudera Data Platform will be preferred.

• Hands-on experience in DevOps deployment and data virtualization tools like Denodo will be preferred.

• Understanding/ Hands on experience of reporting or visualization tool like SAP BO and Tableau will be beneficial but not required.

• Passion for automation, standardization, and best practices

• Good written and verbal communication and interpersonal skills, ability to understand the business requirement, communicate confidently with stakeholders.

Job Responsibilities:

Ø Conducting and overseeing maintenance process audits

Ø Must have rotating equipment service maintenance experience in Process industry

Ø Conducting and overseeing maintenance process audits

Ø Procuring, testing and commissioning specialist components, fixtures or fittings

Ø Supervise the maintenance of production and electrical equipment

Ø Maintain the facilities maintenance schedule

Ø Ensure all equipment is properly maintained

Ø Review daily work orders and provide reports

Ø Lead, train and supervise maintenance workers

Requirements:

Ø Must possess excellent client-facing and internal communication skills

Ø Ability to work with multiple discipline projects

Ø Developing specifications for the project's needed equipment.

Ø Excellent interpersonal, written and oral communication skills.

Ø Quick learner with positive attitude.

Ø Wiling to work at site full time as when needed.

Ø Wiling to relocate based on customer sites requirements.

Ø Strong organizational, interpersonal, problem solving and analytical skills.

Ø Ability to work independently with minimal supervision.

Ø Candidate must have at least a NTC or Diploma degree.

Ø Minimum 5 to 10 years of experience in related operations

Detailed JD (Roles and Responsibilities)

AI/ML engineer role - Implement model training and serving pipelines at scale (GPU), model API, containerization – Python / Scikit-learn / Pytorch / Tensorflow / LLM Hugging Face / Azure ML / Azure AI / (optional) Databricks / MLOps (CI/CD, Versionning, Artifact repo, Logging etc.)

Mandatory skills

Python / Scikit-learn / Pytorch / Tensorflow / LLM Hugging Face / Azure ML / Azure AI / MLOps

Desired/ Secondary skills

(optional) Databricks

Job summary:

The System Engineering discipline understands the needs of the automotive customers and translates them into requirements for the other functional disciplines (e.g. electrical, mechanical, software etc.) for implementation. In the RFI/RFQ stage, the System Engineer takes the lead in providing the technical proposals of the product to the customers. In the product development stage, the System Engineer ensures and validates that the product meets the customers’ expectations.

Duties/ Responsibilities:

- Define and develop system architecture and innovative concepts for automotive electronic products (including Infotainment/Cockpit, Displays, Clusters, ADAS, Gateway, Body-Control-Module (BCM) and Accessories such as Wireless Charger and USB Hub) in collaboration with platform teams of Business Units. Focus product is on Displays, Infotainment, ADAS.

- Drive new technology development and create innovative system solutions for Proof-of-Concept projects and RFI/RFIQ.

- Support Business Development in acquisition activities (RFI, RFQ) and providing customers with the best solutions in terms of technology and cost.

- In product development, ensure customer requirements are met in the product design discussion with various disciplines (ME, EE, SW), negotiating performance specifications with customers as required and translating customer requirements to internal requirements.

- Lead cross functional design reviews in system requirements, architecture concepts and system level DFMEA for the product.

- Support engineering teams in multi-discipline design reviews of interface specifications and design concepts, simulation results, and other module level testing results.

- Support engineering teams in product quality related issues, test specification definitions in system integration and system verification levels as well as manufacturing test development.

Requirements:

- Bachelor’s degree in electronics & electrical/computer engineering or related field, with 6 years of experience in embedded system development, preferably in automotive industry.

- Experience in system level architecture and platform development in automotive electronic systems.

- Experience in product development and verification of embedded systems.

- Experience with CAN/LIN/Ethernet and other vehicle communication network.

- Possess good technical writing, communication, and presentation skills.

- Experience in system engineering process and related tool chains.

- Knowledge of IATF16949, ASPICE and automotive product lifecycle is desirable.

- Good understanding of ISO26262 standards is preferred.

- Experience in cost and effort estimation for project quotations will be an added advantage.

- Knowledge of Real-Time Operating Systems (RTOS), QNX OS or embedded Linux will be added advantage.

- Knowledge of Vehicle EE Architecture is desirable.

- Knowledge in CarPlay, Android Auto, Voice Recognition in Automotive, Display parameters/specification is desirable.

Personal Attributes

- Ability to foster good relationships inside and outside the Organization.

- Awareness of latest trends in automotive and relevant technology.

- Take initiative, customer oriented, strategic, observant, and results oriented.

Job Description:

- Assist Engineering Dept and Plant, plan and execute development activities at plants to meet the required schedule and quality

- Work closely with stakeholders to ensure smooth transition from development to production

- Actively explore modernisation of the plants’ production processes/ facilities so as to fine-tune, optimise and streamline production operations to achieve throughput and quality, while reducing manpower requirement

- Develop technical drawings and work with production to develop process drawings.

- Design tooling and gauges during product development phase.

Job Requirements:

- Degree in Mechanical, Mechatronics, Electrical/Electronic, Aerospace Engineering

- Experience in managing production operations

- Comfortable to work with energetics, prior experience working with energetics-related products is a plus

- Team player, independent, self-motivated and ability to work under stress

The Project Engineer is responsible for the day-to-day supervision of projects and installation activities. He is responsible to ensure that designs and equipment are organized in a timely manner to ensure customer / end-user requirements are met. He shall also manage and control costs on the projects to maximize margins under his charge. He shall monitor the progress and ensure customer billings are done at various agreed milestones and when the project is complete.

He will also need to liaise closely with the other sales teams, purchaser, warehouse supervisor and project admin coordinator on material procurement and delivery.

Roles & Responsibilities

Establish and maintain contacts with existing and new customers

To prepare vendor document submission

To prepare project costing

Coordinate delivery schedules with suppliers / manufacturers.

Liaise with EPC’s engineer for inspection / attend progress / technical meeting with EPC/ client representative.

Carry out inspection checks for the equipment according to the project requirements / supervise fabrication work by fabricators.

Attend and supervise FAT (Factory Acceptance Test) in workshop for Firefighting system.

Prepare final documentation.

Able to travel for overseas for testing & commissioning work at client’s yard.

Meet regularly with other staff to develop strategies to improve productivity and increase margins

Maintain up-to-date computer database of customers, projects and progress/status

Performs any other duties as required by the New Business Unit Manager

Requirements

Min 3 to 5 years’ experience in firefighting system, lifesaving appliances and rescue & safety equipment

Min Diploma in mechanical / marine offshore engineering

Knowledge and hands on of AutoCAD software for 2D & 3D drawings

Outgoing personality

Interpersonal and negotiating skills

Computer literacy

Good written and verbal communication skills

Self-presentation

Independent and self-motivated

A Corp Lab in NTU is seeking to hire a Research Engineer II who will contribute to the development of graph-based reasoning networks for accurate and stable facial landmark detection models. The ideal candidate will possess the ability to apply recent technological advances in graph reasoning networks to the face alignment tasks.

Key Responsibilities:

• Develop graph-based reasoning networks for facial landmark detection.
• Develop spatial temporal graph-based reasoning network to improve the accuracy of video facial landmark detection.
• Develop stabilization methods for video facial landmark detection.
• Develop graph neural network theory.
• Develop sequence modeling theory.
• Develop deep learning methods and theory.
• Develop computer vision methods.

Job Requirements:

• Master's degree or higher in Computer Science/Engineering, or Electrical/Electronic Engineering.
• Strong mathematical background
• Top-tier AI venue publications are very much preferred
• Minimum of 2 years of work experience in a related field.
• Deep understanding of the theory of Machine Learning, Deep Learning, Computer Vision
• Experience in at least one Deep Learning framework such as Tensorflow, Pytorch and Programming Languages such as Python, Matlab, R and/or C/C++
• Demonstrated project experience related to graph-based reasoning and facial landmark detection will be an advantage.
• Good written and oral communication skills

We regret that only shortlisted candidates will be notified.

About the job
We are looking for a proactive enthusiast who drives our data infrastructure and shares our overall vision of “creating a better everyday life for the many people”. As a Data Engineer, you take on regional responsibilities, striving to deliver high quality data products focusing on the following key responsibilities.
 

Your assignment

• Building and maintaining required infrastructure for optimal extraction, transformation, loading and serving of data from various data sources.
• Monitor production pipelines to ensure data availability and data accuracy targets are met.
• Collaborate with the Data Infrastructure Manager to ensure our data architecture/infrastructure is scalable, fits the needs of our users, while improving load time and cost efficiency on a regular basis.
• Work with stakeholders including data/analytics, design/development, product and executive teams and support and assist them with their data infrastructure needs and data related technical issues.
• Document our data infrastructure, orchestration principles, coding standards and CICD pipeline(s).
• Support CICD pipeline(s), as well as data solution code repository and code migration processes.
• Collaborate and coordinate within our data and digital teams, business stakeholders, partners, and external vendors developing excellent data solutions and building long-term beneficial relationships.
• Be a part of a dynamic data team. Together we are putting data into co-workers’ hands and establish a data informed decision mindset.

Your Career

The Engineering TAC (ETAC) team is an exciting crossroads between Technical Assistance Center (TAC) and Engineering. This team is uniquely empowered to drive decisions and to be the thought leaders within the Global Customer Support organization at Palo Alto Networks. On any given day, members of the team may work with cutting-edge new hardware and software projects very early in the product life cycle, develop and deliver advanced technical training, assist a support engineer with a challenging customer issue, replicate a complex issue in our lab, evaluate customer network design, or help improve features for supportability and usability that shape the future of our products. Our roles are very hands-on and have a high impact on the company. 

We are a relatively small global team consisting of top performers with a support or engineering background. You’ll enjoy networking and collaborating with key contacts outside your own area of expertise such as Product Management, QA, Engineering, Sales, and more, with a strong capability of detailing difficult technical issues to both non-technical and technical professionals. You will regularly not just participate in but lead technical discussions with cross-functional teams, creating an environment of transparency that ultimately leads to better products, better working environments, and better cybersecurity. You are a good candidate if you are the type of person who asks “why” as opposed to just accepting an answer. 

Your Impact

• Enable TAC support teams by providing deeper technical expertise and guidance for NetSec platforms (NGFW, Cloud NGFW, SASE) - This includes not only structured training throughout the year but also includes ad hoc sessions and Q&A in-person and remotely
• Work directly with Engineering on cutting-edge new product development - With your combined technical expertise in our state-of-the-art cybersecurity platform, and knowledge and skills learned from prior technical support experience, as an ETAC engineer one of your primary responsibilities is to define supportability and usability requirements for new products during the design phase as well as post GA via enhancement requests
• Develop and deliver expert level training materials for TAC support and Engineering teams - Training is a key component of the day-to-day success of support - An ETAC engineer has the highest level of expertise amongst support teams, and is responsible for staying up to date with technical details on Palo Alto Networks new products and industry in general - You will share those details with TAC via advanced technical documentation and training sessions
• Develop advanced troubleshooting focused tools and scripts to help solve complex customer issues and improve product supportability
• Work with TAC to provide expert-level technical support of customer issues that involve very complex network topologies, architectures, and security designs
• Own critical and executive level issues for LAN/WAN and NGFWs - You will work primarily with Customer Support and Engineering with the focus on assisting them with identifying and resolving customer issues - This usually means working with the TAC case owner and development engineering on a replication or verification and communicating updates
• Lead in Identifying problems and taking actions to fix them across support and product life cycles - Sometimes there are opportunities to catch a problem before it is escalated or becomes widespread - ETAC is positioned to identify or help in these unplanned projects that result in a better customer experience, and is also empowered to help implement enhancements and automations that save time and provide better security and usability
• Help drive and enable ML/AI related projects