Job Description
Octaloop IT & NS is looking to immediately onboard an experienced AI Developer with strong Python skills and a solid background in applied machine learning. In this role, you’ll work on cutting-edge technologies such as 3D reconstruction, large-scale mapping, and advanced perception systems.
Key Responsibilities
- Design and develop algorithms for mapping, reconstruction, scene interpretation, real-time tracking, semantic segmentation, depth estimation, GAN-based modeling, stereo vision, and volumetric reconstruction.
- Prototype and refine solutions for next-generation VR/AR/MR applications, moving successful concepts into production.
- Collaborate closely with teams across machine learning, perception, and computer graphics.
- Contribute to research initiatives focused on enhancing AR/VR technologies.
Qualifications
- Bachelor’s degree in Computer Science, Computer Engineering, or a related technical field (or equivalent hands-on experience).
- Master’s degree in CS, ML, or related domains is a plus.
- At least 1 year of experience developing ML-driven perception or 3D mapping/reconstruction systems.
- Strong proficiency in Python; familiarity with C++ is advantageous.
- Background in algorithms related to SLAM, calibration, sensor fusion, 3D reconstruction, object detection, segmentation, tracking, or scene understanding.
Required Skills & Attributes
- 1+ years of professional experience in machine learning, perception, or related areas.
- Experience with data preparation, augmentation, and annotation workflows.
- Practical exposure to detection, segmentation, or image classification tasks.
- Ability to work with limited datasets and enhance them using simulation or synthetic augmentation techniques.
- Understanding of integrating physics-based and data-driven modeling approaches.
- Experience designing experiments and managing training/validation/testing pipelines.
- Prior work deploying ML or perception systems into production environments.
- Leadership experience or involvement in guiding technical project execution is a plus.
- Proficiency in TensorFlow and PyTorch with strong Python development skills.
- Strong communication abilities for both technical and non-technical stakeholders.
Employment Type: Full-time (Immediate Hiring)
Email: hr@octaloop.io
Location: Islamabad
Job Type: Full-time
Work Location: In person