Job title: Digital Technology Specialist – Azure Application Innovation – French Speaking
Company: Microsoft
Job description: is on pace to be Microsoft’s next $100 billion-dollar business – this is where you come in. As part of local subsidiaries… their business objectives through best-in-class digital engagement and partner co-selling. You will also have an opportunity to work…
Expected salary:
Location: Dublin
Job date: Fri, 05 Apr 2024 22:48:15 GMT
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Associate Professor in Social Innovation
Job title: Associate Professor in Social Innovation
Company: Trinity College Dublin
Job description: – business courses beyond the area of Social Innovation. Research: The successful candidate will have a significant portfolio…Job Title : Associate Professor in Social Innovation Pay Scale : Associate Professor Closing Date : 07-May-2024 12:00…
Expected salary: €85675 – 110635 per year
Location: Dublin
Job date: Fri, 05 Apr 2024 22:52:58 GMT
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Software Development Engineer, Amazon Time & Pay Innovation
Job title: Software Development Engineer, Amazon Time & Pay Innovation
Company: Amazon
Job description: with close to zero defects, are available on-demand as new businesses launch, and flexibly support future business innovation. T&PA… with at least one software programming language DESCRIPTION Amazon Time & Pay Innovation (T&PA) organisation is looking for Software…
Expected salary:
Location: Dublin
Job date: Sat, 06 Apr 2024 02:46:15 GMT
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Innovation Senior Manager (BDO Ireland)
Job title: Innovation Senior Manager (BDO Ireland)
Company: BDO
Job description: Innovation Senior Manager (BDO Ireland) Department: Innovation Employment Type: Full Time Location: Dublin… and forward-looking Innovations Department. Based in BDO’s Dublin office, the Innovation Senior Manager will meet with Partners and senior members…
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Location: Dublin
Job date: Sun, 07 Apr 2024 05:43:32 GMT
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Product Innovation Manager
Job title: Product Innovation Manager
Company: Next Generation
Job description: Job Title: Product Innovation Manager (Vitamins and Supplements) Company: Our client is a renowned healthcare… (Hybrid working options) Job Overview: We are seeking a dynamic and forward-thinking Product Innovation Manager…
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Location: Dublin
Job date: Wed, 10 Apr 2024 03:10:50 GMT
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Project Innovation Lead
Job title: Project Innovation Lead
Company: Fastnet – The Talent Group
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Location: Cork
Job date: Thu, 11 Apr 2024 00:05:01 GMT
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Senior Associate/Manager – Clinical Central Services & Innovation
Job title: Senior Associate/Manager – Clinical Central Services & Innovation
Company: Eli Lilly
Job description: are determined to make life better for people around the world. Purpose: The Clinical Central Services and Innovation (CCSI… and Analytics (CDDA) and Product Research and Development (PRD) to influence trial design and operationalize innovation solutions…
Expected salary:
Location: Cork
Job date: Thu, 11 Apr 2024 22:27:24 GMT
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OmniFusion: Revolutionizing AI with Multimodal Architectures for Enhanced Textual and Visual Data Integration and Superior VQA Performance
Multimodal architectures are revolutionizing the way systems process and interpret complex data. These advanced architectures facilitate simultaneous analysis of diverse data types such as text and images, broadening AI’s capabilities to mirror human cognitive functions more accurately. The seamless integration of these modalities is crucial for developing more intuitive and responsive AI systems that can perform various tasks more effectively.
A persistent challenge in the field is the efficient and coherent fusion of textual and visual information within AI models. Despite numerous advancements, many systems face difficulties aligning and integrating these data types, resulting in suboptimal performance, particularly in tasks that require complex data interpretation and real-time decision-making. This gap underscores the critical need for innovative architectural solutions to bridge these modalities more effectively.
Multimodal AI systems have incorporated large language models (LLMs) with various adapters or encoders specifically designed for visual data processing. These systems are geared towards enhancing the AI’s capability to process and understand images in conjunction with textual inputs. However, they often do not achieve the desired level of integration, leading to inconsistencies and inefficiencies in how the models handle multimodal data.
Researchers from AIRI, Sber AI, and Skoltech have proposed an OmniFusion model relying on a pretrained LLM and adapters for visual modality. This innovative multimodal architecture synergizes the robust capabilities of pre-trained LLMs with cutting-edge adapters designed to optimize visual data integration. OmniFusion utilizes an array of advanced adapters and visual encoders, including CLIP ViT and SigLIP, aiming to refine the interaction between text and images and achieve a more integrated and effective processing system.
OmniFusion introduces a versatile approach to image encoding by employing both whole and tiled image encoding methods. This adaptability allows for an in-depth visual content analysis, facilitating a more nuanced relationship between textual and visual information. The architecture of OmniFusion is designed to experiment with various fusion techniques and architectural configurations to improve the coherence and efficacy of multimodal data processing.
OmniFusion’s performance metrics are particularly impressive in visual question answering (VQA). The model has been rigorously tested across eight visual-language benchmarks, consistently outperforming leading open-source solutions. In the VQAv2 and TextVQA benchmarks, OmniFusion demonstrated superior performance, with scores surpassing existing models. Its success is also evident in domain-specific applications, where it provides accurate and contextually relevant answers in fields such as medicine and culture.
Research Snapshot
In conclusion, OmniFusion addresses the significant challenge of integrating textual and visual data within AI systems, a crucial step for improving performance in complex tasks like visual question answering. By harnessing a novel architecture that merges pre-trained LLMs with specialized adapters and advanced visual encoders, OmniFusion effectively bridges the gap between different data modalities. This innovative approach surpasses existing models in rigorous benchmarks and demonstrates exceptional adaptability and effectiveness across various domains. The success of OmniFusion marks a pivotal advancement in multimodal AI, setting a new benchmark for future developments in the field.
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Hello, My name is Adnan Hassan. I am a consulting intern at Marktechpost and soon to be a management trainee at American Express. I am currently pursuing a dual degree at the Indian Institute of Technology, Kharagpur. I am passionate about technology and want to create new products that make a difference.
Principal Intelligent Automation and AIOps Software
Your work days are brighter here.
At Workday, it all began with a conversation over breakfast. When our founders met at a sunny California diner, they came up with an idea to revolutionize the enterprise software market. And when we began to rise, one thing that really set us apart was our culture. A culture which was driven by our value of putting our people first. And ever since, the happiness, development, and contribution of every Workmate is central to who we are. Our Workmates believe a healthy employee-centric, collaborative culture is the essential mix of ingredients for success in business. That’s why we look after our people, communities and the planet while still being profitable. Feel encouraged to shine, however that manifests: you don’t need to hide who you are. You can feel the energy and the passion, it’s what makes us unique. Inspired to make a brighter work day for all and transform with us to the next stage of our growth journey? Bring your brightest version of you and have a brighter work day here.
About the Team
As a member of the Intelligent Automation team you will assist and lead in the research, development, build, and support of scale remote procedure call, automation, orchestration, and heuristics-based DevOps/AIOps solutions across a wide swath of Workday’s technical areas. Our IA team has built several critical tools that support Workday’s SaaS properties, its engineers, and its management. Our products and tools typically go from a need based conceptual discussion with our stakeholders to production deployment. We follow agile methodologies. We look to amplify or reuse our existing frameworks where possible but are always developing and evaluating new technology to meet our customer’s needs:
Our key focus:
To maximize Workday’s automation investments by creating platforms and services that enable engineers the ability to compose, execute, schedule, and track highly repetitive automation and orchestration tasks through a consistent, intuitive, and scalable self-service framework.
Provide cost optimization by improving operational efficiency and business agility through automation
Provide risk mitigation by converting error prone human driven manual tasks into data, event, or response initiated repeatable automation as code at scale
About the Role
Position Overview
As a member of the Intelligent Automation team you will assist and lead in the research, development, build, and support of scale remote procedure call, automation, orchestration, and heuristics-based DevOps/AIOps solutions across a wide swath of Workday’s technical areas. Our IA team has built several critical tools that support Workday’s SaaS properties, its engineers, and its management. Our products and tools typically go from a need based conceptual discussion with our customers to production deployment. We follow agile methodologies. We look to amplify or reuse our existing frameworks where possible but are always developing and evaluating new technology to meet our customer’s needs:
Our key focus:
- To enhance Workday’s automation investments by creating platforms and services that enable engineers the ability to compose, execute, schedule, and track highly repetitive automation and orchestration tasks through a consistent, intuitive, and scalable self-service framework.
- Provide cost optimization by improving operational efficiency and business agility through automation
- Provide risk mitigation by converting error prone human driven manual tasks into data, event, or response initiated repeatable automation as code at scale
About You
Basic Qualifications for Senior Engineer:
Other Qualifications:
Core Technical/Engineering Requirements
- NOTE: The following are examples of specific technical items that can be swapped with equivalent technologies. The interviewer will be able to distinguish between related technologies and be able to determine how the candidates technical experience matches with the necessary technical skills to perform the job.
- IaaS technology – AWS/Azure/GCP – Full Understanding and ability to construct a complete cloud infrastructure composed of compute, storage (object/block), network, database, interfacing services, security rules, containers, and container management technology (CNCF). Candidate should have familiarity with how to perform build automation and provisioning tasks through terraform, puppet/chef/ansible, helm, k8s etc.
- Core Coding Experience – Highly proficient in at least one of the following functional languages: Ruby, Go, C, Java, or Python. Ability to transfer tacit knowledge of one language to another within a reasonable period. Reference-able work on Opensource projects within GitHub are a plus.
- Data Stream and Steam Manipulation – Experience and solid background in Streaming technologies including but not limited to Kafka Streams, RMQ, NATS Streaming etc. Understanding of how to construct and interact with stream processors at scale.
- Architecture type experience – Strong familiarity with various architecture types from SOA, MSA, Monolithic. Ability to design, code, contribute to applications that require high degrees of availability, fault tolerance, and can provide spanned coverage on unreliable infrastructures. (including compute and network)
- Agile Methodologies – Have familiarity with how to work and interact within an Agile team.
Basic Qualifications for Principal Engineer:
Other Qualifications:
Core Technical/Engineering Requirements
- NOTE: The following are examples of specific technical items that can be swapped with equivalent technologies. The interviewer will be able to distinguish between related technologies and be able to determine how the candidates technical experience matches with the necessary technical skills to perform the job.
- IaaS technology – AWS/Azure/GCP – Full Understanding and ability to construct a complete cloud infrastructure composed of compute, storage (object/block), network, database, interfacing services, security rules, containers, and container management technology (CNCF). Candidate should have familiarity with how to perform build automation and provisioning tasks through terraform, puppet/chef/ansible, helm, k8s etc.
- Core Coding Experience – Highly proficient in at least one of the following functional languages: Ruby, Go, C, Java, or Python. Ability to transfer tacit knowledge of one language to another within a reasonable period. Reference-able work on Opensource projects within GitHub are a plus.
- Architecture type experience – Strong familiarity with various architecture types from SOA, MSA, Monolithic. Ability to design, code, contribute to applications that require high degrees of availability, fault tolerance, and can provide spanned coverage on unreliable infrastructures. (including compute and network)
- Stakeholder Analysis – Ability to interview and form relationships with our engineering and management customers to satisfy their needs and deliver functional software in a timely manner.
- Agile Methodologies – Have familiarity with how to work and interact within an Agile team.
Our Approach to Flexible Work
spend at least half (50%) of our time each quarter in the office or in the field with our customers, prospects, and partners (depending on role). This means you’ll have the freedom to create a flexible schedule that caters to your business, team, and personal needs, while being intentional to make the most of time spent together. Those in our remote “home office” roles also have the opportunity to come together in our offices for important moments that matter.
Are you being referred to one of our roles? If so, ask your connection at Workday about our Employee Referral process!
Software Development Engineer, Amazon Time & Pay Innovation
Job title: Software Development Engineer, Amazon Time & Pay Innovation
Company: Amazon
Job description: defects, are available on-demand as new businesses launch, and flexibly support future business innovation. T&PA serves…DESCRIPTION Amazon Time & Pay Innovation (T&PA) organisation is looking for Software Development Engineers who enjoy…
Expected salary:
Location: Dublin
Job date: Fri, 12 Apr 2024 05:09:23 GMT
Apply for the job now!