About the Position:
We at nCircle Tech aspire to be an organization that provides exciting and challenging work to build next-generation software built using the latest technologies. We are looking for talented software engineers who have passion for developing programs in the domain of CAD/CAD/CAE/3D visualization.
Key responsibilities include:
Research, explore, evaluate, and deploy open-source computer vision models for various use cases related to image and video validation, as well as 3D data such as CAD models or LiDAR point clouds.
Requirements
3+ years of experience in Machine Learning, Deep Learning ,Computer vision, Data analytics
Python proficiency: Especially with libraries like PyTorch, TensorFlow, Hugging Face Transformers, and LangChain.
Machine Learning & Deep Learning: Solid understanding of supervised, unsupervised, and reinforcement learning; neural networks (CNNs, RNNs, Transformers).
Prompt Engineering and Natural Language Processing (NLP): Tokenization, embeddings, attention mechanisms, and transformer architectures (e.g., GPT, BERT).
Model Evaluation and Deployment: Experience with Docker, Kubernetes, REST APIs, and serving models using FastAPI, Flask, or TorchServe.
Cloud Platforms: Familiarity with AWS, Azure, or GCP for scalable deployment and model hosting.
Version Control & CI/CD: Git, GitHub Actions, Jenkins for automated testing and deployment.
Good to have - fullstack development.
BenefitsBenefits
- An environment of growth and learning
- Opportunity to work with international and multicultural clients
- Lead a young and talented team
- Flexible working hours
- Team building events
- Training, books and all you need to feel empowered
- Industry leading compensation structures
- And a Referral Bonus if you bring other talented people like you
Skills Required
- 3+ years of experience in Machine Learning, Deep Learning, Computer Vision, or Data Analytics
- Proficiency in Python
- Experience with PyTorch
- Experience with TensorFlow
- Experience with Hugging Face Transformers
- Experience with LangChain
- Strong understanding of ML/DL concepts (supervised, unsupervised, reinforcement learning) and neural networks (CNNs, RNNs, Transformers)
- Prompt engineering and NLP skills (tokenization, embeddings, attention mechanisms, transformer architectures such as GPT, BERT)
- Model evaluation and deployment experience (Docker, Kubernetes, serving via FastAPI, Flask, or TorchServe; REST APIs)
- Familiarity with cloud platforms (AWS, Azure, or GCP)
- Version control and CI/CD experience (Git, GitHub Actions, Jenkins)
- Fullstack development experience
What We Do
nCircle Tech is a development partner specializing in 2D/3D product development, custom software development, and BIM services for the AEC and Manufacturing sectors, focusing on 3D visualization, CAD/BIM customization, and AI-driven automation.
