06 Sep
|
NMTronics India
|
Bengaluru
06 Sep
NMTronics India
Bengaluru
Role : Software Application Engineer (Vision)
Location: Bengaluru
Experience: 1-3 Years
What you will do :
1. Work with senior engineers to set up and maintain industrial camera and lighting
systems for EMS (Electronics Manufacturing Services) defect detection.
2. Learn to calculate camera, lens, and lighting parameters — sensor size, field of view,
depth of field — and apply them to achieve repeatable image capture on the factory
floor.
3. Assist in designing lighting configurations that make specific manufacturing defects
clearly visible.
4. Build a working understanding of radiometry, photometry, and photogrammetry as
applied to calibration and optical inspection.
5. Support camera calibration, stereo vision setups, and depth estimation experiments
under guidance.
6. Apply classical image processing and computer vision techniques (OpenCV) to
preprocess images, extract features, and prototype deterministic inspection algorithms.
7. Help integrate vision software with factory workflows and production systems.
8. Capture, validate,
and curate high-quality image datasets for model training and
evaluation.
Preferred Qualification :
1. Bachelor's/Master's in CS, EC, or related branches; candidates from other backgrounds
with a solid skill match are also considered.
2. Strong fundamentals in Deep Learning (vision models, modern architectures) along with
Linear Algebra and 3D Geometry for optics and machine vision.
3. Solid grasp of data structures, algorithms, OOP, and multithreading/concurrency basics.
4. Proficiency in Python, SQL, and Bash; C++ exposure is a plus.
5. Sound understanding of database management concepts — schema design, indexing,
normalization, and query optimization.
NMTronics (NEST Division) builds automation solutions for the Electronics Manufacturing
Services (EMS) industry. As part of this role, the candidate is expected to be eager to learn
about EMS manufacturing processes during the initial stages of onboarding, and to stay flexible
in pick
📌 Embedded System Engineer (Bengaluru)
🏢 NMTronics India
📍 Bengaluru