Venera Technologies Reviews by Employees

Designation : Team Lead (Machine Learning). Job Description : Responsibilities : - Understand software/system components and associated specifications. - Modify and optimize model architectures using techniques like hyperparameter tuning, validation/test strategy adjustments, and selection of appropriate loss and activation functions. - Apply knowledge of visual foundation models (YOLO, MAE, GroundingDINO) to enhance model performance. - Optimize neural architectures for production deployment, focusing on efficiency and resource utilization. - Apply statistical techniques for data analysis and model evaluation. - Develop and implement effective validation and testing strategies. - Utilize data analysis to identify and address model biases and performance bottlenecks. - Develop and implement heuristics for post-inference processing to reduce false positives and improve model accuracy. - Design and implement algorithms for object tracking, segmentation, and other computer vision tasks. - Ensure seamless deployment of machine learning models to production environments. - Monitor model performance in production and implement strategies for continuous improvement. - Troubleshoot and resolve issues related to model deployment and performance. - Provide technical guidance and mentorship to junior team members. - Conduct code reviews and ensure adherence to coding standards and best practices. - - Foster a collaborative and knowledge-sharing environment. Skills Required : - Strong foundation in mathematics and statistics, including calculus, linear algebra, and Bayesian statistics. - Working knowledge of CNN-based architectures for imaging or video applications. - Good understanding of visual foundation models (YOLO, MAE, GroundingDINO). - Proficiency in TensorFlow/Keras APIs. - Expertise in OpenCV library. - Knowledge of image processing and/or audio signal processing (a plus). - Proficiency in Python, C/C++. - Experience with GPU programming (CUDA) for TensorFlow/PyTorch frameworks. - Understanding of various optimization techniques for production deployment. - Demonstrable track record of delivering machine learning models to production environments. - Strong analytical and problem-solving abilities. - Quick adaptation to new technologies, methodologies, and systems. - Self-starter with a positive attitude. - Ability to proactively identify issues and opportunities for improvement. - Mature and able to understand the business perspective of requirements. - Excellent interpersonal skills for interacting with team members and stakeholders. - Good leadership qualities. - Ability to mentor junior team members. - 2+ years of work experience in the field of Machine Learning/Artificial Intelligence.

Noida

Venera Technologies - Team Lead - Machine Learning Models (3-6 yrs)

Job Description : - Understand Software/System components and associated specifications. - 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. - Decent understanding of CNN based popular models like ResNet, BERT, VGG16 etc. - Apply statistical techniques for data analysis. - Optimization of neural architecture for production deployment. 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 for tensorflow for speeding up inference. Soft Skills : - Strong analytical and problem-solving abilities, with quick adaptation to new technologies, methodologies, and systems. - Self-starter, having positive attitude, ability to proactively identify issues and/or opportunities for improvement. - 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 - Consistently good academic record having minimum 70% throughout (10th std onwards) Location : Noida

Venera Technologies - Senior Software Engineer - R-CNN/OpenCV (3-5 yrs)

Designation Team Leader - Software development. Job Description : - Develop cloud-based products for global market who can take ownership of the product stack and ensure high quality deliveries consistently. - Develop & overseeing new feature development from conception to implementation. - Design and develop SaaS architecture, and providing guidance on technical issues. - Achieves Product milestones with excellent quality and within predictable timeline. - Ramp up new resources and put them on path of product contribution in short time. - Brings in efficiency in dev-ops. - Hands-on developer with excellent coding skills. - Brings in new industry practices and changes wherever required. - Ensure that documentation and code delivered by team meets the quality bar. Skills Required : Technical skills : - Experience on core web technologies like HTML, JS, PHP. - Having good understanding of Python/C++ is desirable. - Experience in at least one of the major cloud services like AWS/Azure/Google etc. - Has hands-on experience of developing & deployment of SaaS based services. - Having some understanding of Digital Video/captions is a big plus but not mandatory. - Exposure to UML design tools like Visual Paradigm is desirable. Soft skills : - Strong organizational skills required; including good time management skills, ability and comfort interacting with all levels of management. - Mature, ability to understand business perspective of requirements and interpersonal relationships when interacting with non-team members. - Good in Project/module planning. - Excellent writing and verbal skills. - Has good knowledge of Agile/SCRUM methodology. - Has experience of leading team of developers at least for 2 years. - Has an overall experience of at least 6-8 years in software development. - Should be able to troubleshoot problems or bugs with the team. - Demonstratable Analytical skill. - Provides technical leadership and mentoring junior developers. - Show exemplary Leadership quality to build up a young team of developers and mentor them. Qualification : - BE/B.Tech/ME/M. - Tech from reputed engineering college. - Consistently good academic record having minimum 70% throughout (10th std onwards). Experience : 6-8 Years. Location : Noida, Sec-68.

Venera Technologies - Team Leader - Software Development (6-8 yrs)

Apply to 3 Venera Technologies jobs on Hirist.tech, India's No.1 IT job portal. Explore IT job in Venera Technologies Now! 

Jobs by location

Venera Technologies Jobs