Senior Machine Learning Engineer

2 days ago

Karachi, Sindh, Pakistan Softech Worldwide Full time
Job Title: Senior Machine Learning Engineer at Softech Worldwide

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

Referrals can increase your chances of interview success. Get notified about new opportunities in Karachi Division, Sindh, Pakistan.

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