
Senior Machine Learning Engineer
4 weeks ago
Join us to apply for the Senior Machine Learning Engineer role at Softech Worldwide.
About the Company: We provide Video Content Management systems to Fortune 5000 companies globally, recognized in Gartner's Magic Quadrant. Our systems enable live and on-demand video streaming, multimedia content sharing, and video/audio analysis using machine learning.
Job Responsibilities:
- Develop, test, and deploy machine learning algorithms to enhance our AI capabilities in video and computer vision.
- Create customized solutions, neural networks, loss functions, and optimizers for specific problems.
- Integrate applications with open-source computer vision and AI services.
- Research and implement algorithms for image processing and computer vision.
- Analyze models qualitatively and quantitatively, and fine-tune models for better performance.
- Stay updated with latest technological research.
- Contribute to the design, development, and scaling of high-quality software.
- Experience with GANs and synthetic data generation is preferred.
- Participate in system ownership as a core component of our machine vision products.
Essential Skills:
- Proficiency in Python, C#, or C++, with object-oriented design.
- Experience with Deep Learning frameworks like PyTorch or TensorFlow.
- Knowledge of computer vision and video analytics algorithms.
- Experience in scaling and fine-tuning models.
- Ability to contribute to deep learning architecture discussions.
Preferred Skills:
- Experience with video & audio datasets.
- Development experience in backend technologies like C#, C++, ASP.NET.
- Experience with Transformer and CNN-based applications.
- Knowledge of NLP.
- Understanding of object-oriented and functional design principles.
Minimum Requirements:
- Bachelor's degree or higher in Computer Science.
- Independent work ethic and proactive attitude.
- 3+ years of industry experience in machine learning and deep learning with large datasets.
- Legal authorization to work.
Benefits include health insurance, maternity cover, leave encashment, car support, referral bonuses, EOBI, bi-annual increments, provident fund, career growth, and bonuses. Locations include Pakistan, India, UAE, Australia, Canada, and USA, with benefits varying by location.
Additional Details:- Seniority Level: Mid-Senior level
- Employment Type: Full-time
- Job Function: Engineering and IT
- Industries: IT Services and Consulting
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