Venera Technologies - Software Engineer - Machine Learning

Job description :

Designation : Software Engineer - ML

Job Description :

- Individual contributor

- Ability to modify the architecture to enhance accuracy using different techniques like hyper parameter tuning, changing validation and test strategy, choosing right loss and activation functions.

- Good understanding of Visual Foundation models like YOLO, MAE, GrondingDIno etc.

- Apply statistical techniques for data analysis.

- Optimization of neural architecture for production deployment.

- Good at developing Heuristics post inference to reduce False positives.

Skills Required :

Technical Skills :

- Good knowledge of Maths and Statistics particularly in the areas of calculus, linear algebra, and Bayesian statistics.

- Working knowledge of CNN based architecture on imaging or video applications.

- Good understanding of programming languages like Python, C/C++.

- Good understanding of Tensorflow/Keras APIs.

- Good understanding of OpenCV library.

- Good understanding of various optimization techniques for production deployment.

- Demonstratable track record of delivering on production environment.

- Image processing/audio signal processing exposure is a plus.

- Hands-on knowledge of using GPUs (CUDA) for tensorflow/pyTorch frameworks.

Soft Skills :

- Strong analytical and problem-solving abilities, with quick adaptation to new technologies, methodologies, and systems.

- Mature, ability to understand business perspective of requirements and interpersonal relationships when interacting with non team members.

- Team Player

Qualification :

- Graduate/Post-Graduate in Computer Science/Maths/Stats/Physics from reputed institution

Experience : At least 1 year of work experience in the field of ML/AI domain.

Location : Sector - 68, Noida

Job Types : Full-time, Permanent

Benefits :

- Health insurance

- Leave encashment

- Provident Fund