Gurugram, Haryana, India
Information Technology
Full-Time
CADFEM Singapore
Overview
Job Description
- Design and develop machine learning models tailored to mechanical engineering challenges, including predictive modelling, simulation optimisation, and failure analysis.
- Utilise deep learning and other advanced ML techniques to improve the accuracy and efficiency of CAE simulations.
- Preprocess and analyse large datasets from CAE simulations, experimental tests, and manufacturing processes for modelling.
- Train, validate, and fine-tune machine learning models using real-world engineering data.
- Optimise models for performance, scalability, and robustness in production environments.
- Collaborate with CAE engineers to integrate ML models into existing simulation workflows (e.g., FEA, CFD, structural analysis).
- Automate repetitive simulation tasks and enable predictive analytics for design optimisation.
- Work closely with mechanical engineers, data scientists, and software developers to identify business challenges and develop data-driven solutions.
- Deploy machine learning models into production environments and monitor their performance.
- Maintain and update models to ensure reliability and continuous improvement.
- Stay abreast of the latest advancements in machine learning, AI, and CAE technologies.
- Apply innovative approaches to solve complex engineering problems.
- Bachelor’s or Master’s degree in Mechanical Engineering, Computer Science, or a related field
- Proven 2-3 years of experience in developing and deploying machine learning models, preferably in mechanical engineering or CAE domain
- Hands-on experience with CAE tools such as ANSYS, Abaqus, or similar FEA/CFD software
- Strong programming skills in Python, R, or Java
- Proficiency in machine learning frameworks (TensorFlow, PyTorch, scikit-learn)
- Experience with data preprocessing, feature engineering, and statistical analysis
- Solid understanding of mathematics, statistics, and problem-solving skills
- Excellent analytical thinking and ability to tackle complex engineering challenges
- Strong communication and teamwork skills to collaborate across disciplines
- Preferred: Experience with physics-informed machine learning and digital twin technologies
- Preferred: Familiarity with automation of CAE workflows and predictive modelling for product design
- Challenging job and a chance to team up with a young and dynamic professional group
- Chance to build yourself as WE grow.
- Remuneration that stays competitive and attractive to retain the best.
- Opportunity to join an organization experiencing year on year growth
Similar Jobs
View All
13 Hours ago
MERN Stack Developer - Remote
Information Technology
- 2 - 4 Yrs
- Anywhere in India/Multiple Locations
Job responsibility:
Hire and mentor a team of high-calibre front-end and Backend engineers
Design and develop new user-facing full-stack applications.
Building reusable components and front-end, backend libraries for future use
Optimizing...
1 Day ago
ScaleUp Technologies - Software Engineer - Golang
Information Technology
- Bangalore, Karnataka, India
Skills Experience in modern RESTful API development In-depth expertise in microservices, Docker and Kubernetes Strong knowledge in software architecture, data structures / design patterns Strong knowledge of Go programming language, paradigms, c...
1 Day ago
Republic World - Junior DevOps Engineer - Google Cloud Platform
Information Technology
- Bangalore, Karnataka, India
DevOps Engineer (2 - 5 Years Exp.) | NoidaLocation : Sector 158, Noida | On-site Description : Are you a seasoned DevOps Engineer with 2-5 years of experience, ready to take ownership of large-scale infrastructure and cloud deployments?We're looking...
1 Day ago
ScaleUp Technologies - .Net Developer - C#/Javascript
Information Technology
- Gurugram, Haryana, India
Job DescriptionWe are looking for a highly skilled and versatile .NET Developer to join our engineering team. The ideal candidate will have a strong foundation in .NET Core and C#, experience with modern frontend frameworks, and a passion for buildi...
1 Day ago
Interesting Job Opportunity: Azure Architect
Information Technology
- Bangalore, Karnataka, India
Job DescriptionThe Azure Architect will offer technical leadership in Microsoft Cloud, Azure, and Azure DevOps. include overseeing new implementations, cloud migrations, DevOps practices, governance, and platform strategy, as well as delivering cust...
1 Day ago
FINVASIA - Linux System Administrator - Virtualization
Information Technology
- Bangalore, Karnataka, India
Job SummaryWe are looking for a knowledgeable and proactive Linux System and Networking Administrator with strong experience in virtualization (especially Proxmox and VMware vCenter) and a deep understanding of enterprise networking.You will be resp...
1 Day ago
Republic World - Junior DevOps Engineer - Cloud Environment
Information Technology
- Bangalore, Karnataka, India
We're Hiring | Junior DevOps Engineer (2-5 Years Exp)Location : Noida | Immediate Joiners PreferredWe are looking for a Junior DevOps Engineer with 2-5 years of experience to join our team and support our deployment processes and infrastructure.This...
1 Day ago
Technical Lead - PHP
Information Technology
- Bangalore, Karnataka, India
Tech Lead PHP (Laravel / Phalcon + Full Stack)Location : Ahmedabad.Experience : 68 Years.Job DescriptionWere looking for a Tech Lead who will actively do R&D, code hands-on, mentor developers, and drive the technical direction of our product platfor...
Talk to us
Feel free to call, email, or hit us up on our social media accounts.
Email
info@antaltechjobs.in