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Senior AI/ML Robotics Simulation Engineer
Analog Devices —Limerick, County Limerick
- Full-time
- Doctoral degree
- Computer Science
- Master's degree
Social Care Practitioner Residential
Delta Centre CLG —Carlow, County Carlow
- €19.21–€27.17 an hour
- Full-time
- Nursing
- Communication skills
- Annual leave
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6d
Global Labelling Associate Director, Content (Established Products)
Novartis —Dublin, County Dublin
- €75,880–€140,920 a year
- Full-time
- Hybrid work
- Continuous improvement
5d
Global Labelling Associate Director, Content (Oncology)
Novartis —Dublin, County Dublin
- €75,880–€140,920 a year
- Full-time
- Hybrid work
- Continuous improvement
5d
Senior AI Engineer
Sonatus —Dublin, County Dublin
- Hybrid work
- Azure
- Doctoral degree
- Computer Science
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Staff Nurse Theatre - UPMC Whitfield Hospital, Waterford
UPMC —Waterford, County Waterford
- €37,657.19–€54,223.51 a year
- Clinic
- Operating room
- Nursing
- Annual leave
Social Care Worker
Daffodil Care Group —Carlow, County Carlow
- €15.78–€17.60 an hour
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Senior Software Engineer, Cloud Security
Iambic Therapeutics, Inc —Dublin, County Dublin
- Full-time
- Hybrid work
- Master's degree
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4d
Senior Engineer, Embedded Software Architect
Analog Devices —Limerick, County Limerick
- Full-time
- Computer Science
- System design
- Master's degree

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Social Care Practitioner Residential
Delta Centre CLG —Carlow, County Carlow
Candidates must hold a qualification at Level 7 or above in a relevant health related discipline, such as: Experience in the field of social care is required.
€19.21–€27.17 an hour
Quick apply
6d
Social Care Worker
Three Steps —Navan, County Meath
Staff receive competitive pay, enhanced annual leave for long-serving team members, paid sick leave, and onsite parking. 3 weeks paid sick leave per year.
€36,800–€43,800 a year
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Senior AI/ML Robotics Simulation Engineer

Analog Devices -
Limerick, County Limerick

Apply Now

Job details

Full-time

Qualifications

TensorFlow
Doctoral degree
Computer Science
Mechanical Engineering
Master's degree
C++
ANSYS
Software development
Mechanical knowledge
Python

Full job description

About Analog Devices

Analog Devices, Inc. (NASDAQ: ADI ) is a global semiconductor leader that bridges the physical and digital worlds to enable breakthroughs at the Intelligent Edge. ADI combines analog, digital, AI, and software technologies into solutions that combat climate change, reliably connect humans and the world, and help drive advancements in automation and robotics, mobility, healthcare, energy and data centers. With revenue of more than $11 billion in FY25, ADI ensures today's innovators stay Ahead of What's Possible. Learn more at www.analog.com and on LinkedIn and X .

Senior AI/ML Robotics Simulation Engineer

Location: Limerick
Team: Edge AI Group, Analog Devices Inc. (ADI)

Analog Devices’ Edge AI team is on a mission to redefine how machines perceive and interact with the world. We’re building real-time, intelligent systems that combine world-class sensor technology with cutting-edge AI — at the Edge, where milliseconds matter.

We are seeking a Senior AI/ML Robotics Simulation Engineer to lead the development of high-fidelity simulations and real-world validation workflows for robotic systems, including fixed-arm robots and humanoids. This role combines deep expertise in sensor simulation, mechanical modelling, and AI-driven data workflows to ensure our systems perform reliably in both virtual and physical environments.

You will collaborate across hardware, AI, and simulation teams to design custom sensor models, generate synthetic datasets, and validate simulation assets against real-world data. You will also contribute to the development of physics-informed machine learning models and mechanical simulations using FEA tools to enhance realism and predictive accuracy.

Responsibilities

Sensor Simulation & Modelling : Design and implement custom sensor models (e.g., ToF, RGB-D, LiDAR, IMUs) in simulation platforms such as NVIDIA Isaac Sim, leveraging USD for integration.
Mechanical Simulation & FEA : Apply traditional numerical simulation techniques (e.g., FEA) to model mechanical behaviour of robotic components. Use tools such as Ansys, Comsol, or Abaqus to simulate stress, deformation, and dynamic response.
Sim-to-Real Alignment : Lead efforts to close the sim-to-real gap in robotics use-cases through domain randomization, noise modelling, and physics-based constraints. Validate simulation outputs against real-world data.
Synthetic Data Generation : Develop simulation-driven workflows to produce high-quality synthetic datasets for training AI models, including perception, control, and physics-informed neural networks.
ML Integration : Collaborate with AI/ML engineers to integrate simulation outputs into model training pipelines, especially for physics-informed machine learning (PIML) applications.
Field Validation & Support : Oversee on-site testing and validation of robotic platforms and sensor arrays, ensuring simulation fidelity and real-world performance alignment.
Innovation & Leadership : Stay current with advancements in robotics simulation, sensor technologies, and AI. Mentor junior engineers and guide the adoption of innovative simulation and validation techniques.

<>·

Qualifications

Ph.D. or M.S. in Robotics, Mechanical Engineering, Computer Science, Physics, or a related field.
5+ years of experience in robotics simulation, sensor modelling, or mechanical validation.
Deep expertise in simulation platforms (e.g., Isaac Sim, Gazebo) and sensor modelling.
Strong proficiency in Python, C++, and software development best practices.
Hands-on experience with FEA tools such as Ansys, Comsol, or Abaqus.
Experience with advanced ML frameworks (e.g., PyTorch, TensorFlow) and scientific computing libraries.
Proven track record of integrating simulation with real-world robotic systems.
Experience with synthetic data generation and validation against physical benchmarks.
Solid understanding of sim-to-real challenges and mitigation strategies.

Bonus Experience

Experience implementing custom finite element solvers or contributing to open-source simulation frameworks.
Familiarity with sensor hardware design, calibration, and signal processing.
Publications or project experience in physics-informed machine learning or mechanical simulation.
Experience with reinforcement learning (RL) and safe deployment of RL agents on physical robots.
Proven ability to deliver simulation-driven workflows for AI model training, system validation, or perception testing.

Why Join Us?

Join ADI’s Edge AI team to help create truly intelligent edge systems — where sensing, learning, and acting happen in real time. You’ll work in a fast-paced, collaborative environment, solving hard problems with people who care about impact, reliability, and real-world performance.

#LI-BF1

For positions requiring access to technical data, Analog Devices, Inc. may have to obtain export licensing approval from the U.S. Department of Commerce - Bureau of Industry and Security and/or the U.S. Department of State - Directorate of Defense Trade Controls. As such, applicants for this position – except US Citizens, US Permanent Residents, and protected individuals as defined by 8 U.S.C. 1324b(a)(3) – may have to go through an export licensing review process.

Analog Devices is an equal opportunity employer. We foster a culture where everyone has an opportunity to succeed regardless of their race, color, religion, age, ancestry, national origin, social or ethnic origin, sex, sexual orientation, gender, gender identity, gender expression, marital status, pregnancy, parental status, disability, medical condition, genetic information, military or veteran status, union membership, and political affiliation, or any other legally protected group.

Job Req Type: Experienced

Required Travel: Yes, 10% of the time

Shift Type: 1st Shift/Days

Apply Now

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process science shift team lead jobs in ireland

Senior AI/ML Robotics Simulation Engineer

Social Care Practitioner Residential

Global Labelling Associate Director, Content (Established Products)

Global Labelling Associate Director, Content (Oncology)

Senior AI Engineer

Staff Nurse Theatre - UPMC Whitfield Hospital, Waterford

Social Care Worker

Senior Software Engineer, Cloud Security

Senior Engineer, Embedded Software Architect

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