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INTELLIGENT ENGINEERING

Engineering domain is increasingly being impacted by Digital technologies of IoT, AI, VR, AR, Web3 & Holographic projection. Robotics, Drones, Analytics & AI have led to automation of processes. Analytics in real time has increased manufacturing & service efficiency through edge computing devices and sensors. Software solutions have further optimised the entire cycle. Combination of all digital technologies driven and integrated by AI and software have led to the development of SMART organizations, be it a hospital, factory or a service like finance or marketing.


CERTIFICATIONS

INTELLIGENT ENGINEERING: SKILLS MAPPING

To succeed in a digital technologies career, you need a blend of technical and soft skills. Key technical skills include programming, data analysis, cybersecurity, and expertise in digital design and development. Soft skills like problem-solving, communication, and adaptability are also crucial for navigating the digital landscape. 

Essential Technical Skills:

• Programming/Software Development:

Coding abilities in languages like Python, Java, or C++ are fundamental for developing software solutions and digital systems. However now with development of no code apps, one can develop without knowing coding. 

• Data Analysis and Science:

Understanding and interpreting data is essential for making informed decisions and improving digital systems. 

• Enterprise Systems:

Basic understanding about the enterprise operating systems like ERP, MES is crucial in the digital age. 

• Digital Design and Development:

Proficiency in web design, user experience (UX), and graphic design is important for creating user-friendly digital products. 

• Advanced Design Software:

Mastering advanced simulation and analysis tools is vital for engineering tasks. 

In addition, one must have a basic knowledge about different types of sensors, drones and robotic systems, edge computing, automation and AI algorithms.

Soft Skills for Digital Engineers:

• Problem-solving: Using digital tools to solve real-world engineering challenges. 

• Communication: Clearly conveying technical information to both technical and non-technical audiences. 

• Adaptability: Being open to learning new digital tools and methodologies. 

• Cross-Functional Knowledge: Understanding how digital systems interact across different engineering disciplines. 

• Project Management and Teamwork: Effectively managing projects and collaborating with others. 

Additional Skills:

• Mathematical and Scientific Knowledge: A strong foundation in mathematics and science is essential for understanding digital engineering principles. 

• Computational Thinking: Using data to solve problems and create new processes. 

• Digital Marketing: Understanding how to promote products and services online. 

• Social Media: Leveraging social media for communication and engagement. 


INTELLIGENT ENGINEERING: COMPONENTS & career pathways

IoT & EDGE COMPUTING

AI & AUTOMATION APPLICATIONS

AI & AUTOMATION APPLICATIONS

The Internet of Things (IoT) is transforming how engineers design and manage systems. IoT involves embedding sensors and connectivity into physical objects, allowing for real-time data collection and analysis.

Smart Cities: In urban engineering, IoT is used to create smart cities with interconnected infrastructure. This includes smart grids, intelligent transportation systems, and automated waste management, all of which enhance urban living and operational efficiency.


AI & AUTOMATION APPLICATIONS

AI & AUTOMATION APPLICATIONS

AI & AUTOMATION APPLICATIONS

AI is driving the evolution of intelligent enterprise systems that are capable of self-optimization and adaptive control. These systems use data analytics and machine learning algorithms to monitor and analyze various parameters in real-time, enabling them to make autonomous decisions to improve efficiency and quality. From optimizing production schedules to reducing energy consumption, intelligent planning & control is transforming the way businesses operate.


DATA & VISUAL ANALYTICS

AI & AUTOMATION APPLICATIONS

Analytics helps organizations to make the right choices by providing an independent and objective mind set and applying a range of proven analysis techniques to make a convincing business case for investment in a digital solution.  As digital transformation is central to all organizations in the digital economy, digital business analysis skills have become the hottest skills. Edge computing - data analysis at the point of generation- is further helping with quick and right decisions.

Analytics has now been integrated with every function and digital technology tools.

The certifications in Analytics are included with each function.

DESIGNING & MODELING

With the digital transformation and increased use of digitally threaded engineering systems development environment, every engineering graduate, irrespective of majors, should have a good command of one or more CAD packages. For developing a design framework, a number of models are required to run simulation and develop few good viable options.

ENTERPRISE SYSTEMS

Enterprise systems such as ERP, MES, Machine control, Computer vision and sensors need integrating framework on a single platform for better management & decision taking. Engineers need to know about such systems as its a good career pathway combining synergistic skills of Automation & Control systems.

DRONES-UAV-UAS

Drones are brilliant products of digital engineering. They have wide applications and integrate computer vision, AI, sensors, mechanical & electronics engineering driven by software.

Learn More

DIGITAL TWIN

Digital twin technology, which involves creating virtual replicas of physical assets, is becoming increasingly popular in mechanical engineering. By combining IoT data with AI/ML algorithms, digital twins can simulate real-world conditions and predict the behavior of mechanical systems in different scenarios. This allows engineers to optimize performance, identify potential issues, and even test new designs in a virtual environment before they are implemented in the real world.

ROBOTICS

AI-powered robotics and automation are revolutionizing manufacturing processes in the field of mechanical engineering. Advanced robotics equipped with machine learning algorithms can adapt to changing environments, learn from experience, and perform tasks with precision and efficiency. This trend is particularly evident in industries such as automotive manufacturing, where robots are increasingly being used for tasks such as assembly, welding, and painting.

Learn More

DIGITAL ENGINEERING APPS

MONOLITH AI

Improve product designs, optimise test plans, and resolve product issues faster with AI self-learning models tailored for engineering and test applications. Monolith unlocks your test data to accelerate product design and validation. Refined from hundreds of AI projects with industry-leading engineering teams, we empower engineers to train machine-learning models to find hidden errors in your data, streamline test plans, find root causes of failures, and build better products - faster. Understand how your product designs work, discover which parameters influence performance, and make predictions for any test condition.  Calibrate your system for better performance in less time with less data. Train a model using test data to characterise complex system performance. Set targets and generate options from thousands of combinations instantly. Monolith helps top engineering teams adopt and integrate AI into their engineering test and validation workflows. 



ALTAIR

Altair is a trailblazer in unleashing the power of artificial intelligence (AI) across the entire product life cycle, setting the standard in AI-powered engineering. By seamlessly embedding AI into design and simulation tools, Altair accelerates exploration and innovation. Integrated user-friendly workflows, coupled with on-demand high-performance computing (HPC) resources, empower teams to augment AI with human expertise. Extending the power of AI from design and development through to products in service, Altair’s industry-leading, full-service AI enablement platform enhances operational efficiency and maximizes return on investments. AI-powered workflows streamline CAE, accelerating product development. Effortlessly manage CAD, CAE, and test data to gain future-focused knowledge. No-code workflows and on-demand HPC simplify AI integration. 



TRICENTIS

Tricentis offers next-generation AI-augmented tools to help accelerate your app modernization, enhance productivity, and drive your business forward with greater efficiency and superior quality. Tricentis Copilot solutions are AI-powered, intelligent assistants that help QA and development teams test applications, processes, and data more efficiently and effectively. Tricentis Copilots are Generative AI-powered, intelligent assistants embedded within Tricentis products that help teams work more productively across the entire testing lifecycle. Tricentis simplifies end-to-end test automation. With our native support for more than 160 applications and technologies, Tricentis unifies test management, execution, and reporting to increase collaboration, efficiency, and accuracy. Results from commercial, open source, and custom/home-grown testing tools are analyzed and visualized in custom dashboards within your reporting platform of choice.

AVEVA

AVEVA combines advanced industrial data, visualization and analyses (AI/ML) services in the cloud with its market leading real time plant applications. This hybrid SaaS solution helps ensure efficient, secure and compliant shop floor operations, and brings data from your plant systems, processes and assets together in the cloud to create an operational and scalable digital twin. Connect plants and create a single source of truth. Maximize eco-effiency to meet net-zero targets and sutainability goals

Minimize value leaks in production processes to reduce costs. Improve your discrete manufacturing productivity, flexibility, reliability and cost competitiveness


ULTRALYTICS

Elevate safety, efficiency, and automation with Ultralytics YOLO models - driving smarter, safer roads through cutting-edge computer vision systems. Object detection can be used to accurately detect components during car assembly, reducing errors. Use Ultralytics YOLO11 to outline car defects, ensuring flawless finishes during manufacturing. Computer vision models can help to classify vehicle components to optimize production. YOLO11 helps to analyze the posture of pedestrians, improving road safety. Track vehicles in real-time for speed estimation, traffic management, or better self-driving systems. Vision AI is transforming quality control in the automotive industry, by adapting to challenges like lighting, which improves efficiency and reliability. By 2030, self-driving cars could quadruple the 2022 taxi fleet, reshaping mobility with computer vision innovations like Ultralytics YOLO models.

LEO AI

Leo is the world’s first engineering design co-pilot. Our deep-learning researchers are building the world’s first Large Mechanical Model (LMM), the proprietary foundational model at the core of Leo. In the same way LLMs take words as tokens and are trained to combine them into coherent text, Leo was trained on a dataset of millions of man-made products and uses machine parts as tokens (bolts, bearings, etc.), combining them into DFMA-compliant products. Leo is your ultimate engineering partner, equipped with domain-specific capabilities to save you from the tedious work associated with drafting design concepts, answering technical questions, finding parts in the PLM or websites of authorized vendors, and collaborating with fellow engineers. All seamlessly integrated into your CAD editor, Leo is here to make your work radically more efficient and joyful.

TESSOLVE AI

The powerful combination of Tessolve as an AI Integrator and IoT + cloud offerings enable Tessolve to support customers from various industries such as avionics, automotive, industrial, and medical markets to build more intelligent solutions from their data. Our EdgeAI solution is the brain behind the  IoT offerings to create new smart products and solutions or enhance existing products & services. Please find below the details of our AI Integrator and IoT offerings. EdgeAI: Making AI on the edge (close to the sensor to make it smarter), Natural Language Processing (NLP) and cloud-based solutions, Advanced Computer Vision: deep AOI, augmented reality, machine vision. Tessolve is providing the advanced hardware and software capabilities, and the multi-standard connectivity required in the end-to-end IoT business solutions such as predictive maintenance for Industry 4.0, smart metering, enhanced vision systems & consumer products, asset management, etc.

SMART MORE

Based on advanced visual technology, SmartMore leverages deep learning and machine vision as the technical engine. Incorporating cutting-edge technologies such as IIoT, digital twin, big data, optics, and industrial automation, we are dedicated to creating a comprehensive digital factory solution with the SMore AIoT industrial platform at its core.  Leveraging SmartMore's self-developed SMore Light3D digital twin platform, it enables bi-directional data mapping between physical entities and digital twins with automation and IoT technology. It provides a complete simulation of real-world scenarios including equipment, production lines, workshops, and industrial parks, offering 3D monitoring and remote control capabilities. Equipped with MR devices and technology, it enables innovative mixed-reality applications such as assembly guidance, remote maintenance, and equipment inspection. The three-dimensional simulation and visualization platform enables the simulation, evaluation, and optimization of product manufacturing processes. lt enables big data analysis, predictive alerts, and scenario-based inference, providing intelligent products and services encompassing the entire intelligent manufacturing process, offering the capabilities of retrospective traceability, real-time perception, current analysis, and future inference capabilities.

PTC

The world’s best companies that design, make, and service products rely on PTC technologies, including 95% of the Fortune 500 discrete manufacturing companies. Top analyst firms consistently rank PTC as a leader in each of our technology categories. ThingWorx IIoT platform of PTC has been designed to address a wide range of manufacturing, service, and engineering use cases. From service to workforce efficiency and asset optimization, ThingWorx solves common challenges across different industries. PTC’s Digital Performance Management solution can help you improve manufacturing process management by Identifying the root cause of bottlenecks to improve performance across the plant floor. Accelerate product development with PTC’s strong collaboration tools for hardware and software that help manage product complexity, reduce costs, and improve product quality. Overcome product complexity with solutions for managing configurations and product variants, software and hardware requirements, technical documentation, and more. PTC solutions optimize service operations—maximizing uptime and reducing costs. 




WS CAD ELECTRIX AI

Six engineering disciplines in one software; The Electrical Engineering module in WSCAD ELECTRIX enables you to design medium and low voltage systems for machines, plants, industrial automation and building automation. Design piping and instrumentation diagrams easily using WSCAD ELECTRIX P&ID (Piping & Instrumentation Diagrams) module. By linking every P&ID component with their representation in another engineering discipline you get a consistent design. 

AUGMENTA

AUGMENTA

The Augmenta Construction Platform automates the sustainable design of buildings, dramatically reducing the time, cost, waste and uncertainty of construction projects. A fully automated building design platform in the cloud, built from the ground up around Generative AI. It creates highly cost, labor, time and energy efficient designs that are fully code compliant, error-free and constructible. 

It enables a fundamentally new design process that empowers the construction industry to design and build sustainable housing, cities, and infrastructure at scale. 

IoT PLATFORMS

TEKTELIC

BEST-in-CLASS LORAWAN® GATEWAYS, DEVICES & END-to-END SOLUTIONS: Designed to address a variety of IoT application needs, such as Smart Cities & Buildings, Industrial IoT, Asset Tracking, Smart Healthcare, and more.  End-to-End IoT solutions are designed to work out-of-the box with little to no prior technical expertise from the end user, resulting in IoT acceleration and expediency. 

KAA IoT

Kaa is an end-to-end IoT platform applicable for any scale of enterprise IoT projects. It provides a range of features that enable developers to build advanced applications for smart products, flexibly manage their connected devices via the cloud, orchestrate end-to-end data processing, analyze device telemetry, and many more. With the IoT features provided out of the box by Kaa, you can create your IoT applications up to 10 times faster than before.

THINGER IO

The Cloud IoT Platform. No code needed.

From sensor to dashboard in a few minutes. White-labeling, metrics, alerts… All included. Connect anything: If it has an API, you can connect it. The possibilities are endless. Geofencing: Decide where your device can work and when it should alert. Alerts: Create custom alerts using the real time data from your devices. 

THINGSBOARD

Open-source IoT Platform

Device management, data collection, processing and visualization for your IoT solution. It enables device connectivity via industry standard IoT protocols - MQTT, CoAP and HTTP and supports both cloud and on-premises deployments. ThingsBoard combines scalability, fault-tolerance and performance so you will never lose your data. With ThingsBoard Edge, data analysis and management happen right at the source, where your data is generated. This powerful solution ensures seamless synchronization with the ThingsBoard server, perfectly tailored to your business needs.

BLYNK

Easily build exceptional, fully customizable mobile and web IoT applications. Securely deploy and manage millions of devices worldwide. Manage the full IoT lifecycle from prototype to production with enterprise security throughout.

Build high-quality mobile apps and cloud services, run fleet tests, deploy seamlessly, market to users, manage devices, data, configurations and updates, and analyze and grow your IoT business.

TELIT

Increase productivity and focus on building solutions, not infrastructure. Easily connect your devices and enterprise systems. Save time and get your solution to market quickly with our IoT platforms. Incorporate AI and machine learning into your applications, including visual inspection and object recognition.

Ensure your mission-critical deployments operate with resilience regardless of size. Integrate your complex web of devices, networks and applications to a solution that performs at any scale. deviceWISE® offers comprehensive design, deployment and management features to support your solution’s life cycle. With deviceWISE EDGE, you can connect to your enterprise and applications without custom code and set up a closed network for industrial solutions.

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