Senior Machine Learning Engineer

2 weeks ago


Karachi, Sindh, Pakistan Softech Worldwide Full time

4 days ago Be among the first 25 applicants

Talent Acquisition Lead | ex-folio3 | Apply at iqra.aziz@vidizmo.com

As a Machine Learning Lead/Manager, you will lead a team of machine learning engineers and data scientists in developing, testing, and deploying machine learning algorithms to enhance VIDIZMO Cognitive & Computer Vision Artificial Intelligence Capabilities & Features. You will be responsible for creating and explaining customized solutions for specific problems, such as customized neural networks, loss functions, optimizers, and metrics. You will also develop applications and integrations with open-source computer vision and cognitive artificial intelligence services, and perform research, development, and implementation of algorithms for image processing and computer vision.

In this role, you will be expected to provide technical leadership and mentorship to the team. You will also stay tuned to the forefront of technology research and contribute to the design, development, and scaling of high-quality, practical, and reliable software. You will participate in the ownership of a system that will be a core component of our machine vision and image analysis products.

Key Responsibilities:

  1. Lead a team of machine learning engineers and data scientists to develop, test, and deploy machine learning algorithms.
  2. Create and explain customized solutions for specific problems, such as customized neural networks, loss functions, optimizers, and metrics.
  3. Develop applications and integrations with open-source computer vision and cognitive artificial intelligence services.
  4. Perform research, development, and implementation of algorithms for image processing and computer vision.
  5. Stay tuned to the forefront of technology research.
  6. Provide technical leadership and mentorship to the team.
  7. Contribute to the design, development, and scaling of high-quality, practical, and reliable software.
  8. Participate in the ownership of a system that will be a core component of our machine vision and image analysis products.
  9. 5+ years of experience in machine learning, computer vision, and deep learning.
  10. Programming experience with at least one modern language such as Python, C#, or C++ including object-oriented design.
  11. Hands-on experience with Deep Learning framework Pytorch or Tensorflow.
  12. Experience in Computer Vision and Video analytics algorithms such as detection, classification, recognition, segmentation, and tracking.
  13. Experience in scaling and fine-tuning existing models.
  14. Ability to partake in deep learning architectural discussions and drive technical decision making.

Preferred Skills:

  1. Experience leading a team of machine learning engineers and data scientists.
  2. Hands-on experience on datasets related to video & audio.
  3. Preferred development experience in Backend technologies i.e. C#, C, C++, ASP.NET.
  4. Experience in developing Transformer and CNN-based applications.
  5. Knowledge of NLP.
  6. Knowledge of object-oriented and functional design principles, and best practice patterns.

Benefits: Health Insurance (OPD/IPD), Separate Maternity Cover, Leave encashment, Car Support Program, Referral Bonus, EOBI, Bi-Annual Increment, Provident Fund, Career Growth.

Seniority level

Mid-Senior level

Employment type

Full-time

Job function

Engineering and Information Technology

Industries

IT Services and IT Consulting

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