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Job Description

We develop our own proprietary AI Machines for a wide range of solutions in healthcare, financial, trading, sales, anomaly detections, etc.

  • You will be part of a talented international software team that works on mission-critical AI applications.
  • You will be responsible for Machine Learning and Artificial Intelligence application development through its lifecycle, from concept and design to coding, testing, and maintenance.  
  • You will also play a leading role, as part of a multidisciplinary team, to design and deliver enterprise AI and ML solutions to clients using our proprietary AI Machine.
  • We develop real-time prediction (regression and classification) and clustering systems.
  • Depending on the type of applications, the AI and ML models operate on daily, hourly, down to 1 minute and millisecond streaming data.  

Specific requirements:  

  • MSc or PhD in AI, computer science and electrical engineering, applied mathematics and physics with 3+ years of relevant experience in AI/Deep Learning.
  • 2 to 5 years of proven programming experience as a Machine Learning Engineer or similar role.
  • Advanced skills in time-series-based models.
  • Advanced skills in numerical data modeling.
  • Excellent skills in deep learning and ensemble learning.
  • Extensive knowledge and skills in ML frameworks (like TensorFlow, Keras, Pytorch), libraries (like scikit-learn and pandas), data structures, data modeling, and software architecture.
  • Must have the Ability to formulate problems into mathematical equations.

  General requirements:  

  • High fluency in English is a must since you will communicate and work with team members and clients in English.
  • Ability to write robust code.
  • At least 2 years of general Python programming.
  • Experience in Django is a plus.
  • Good skills in vectorized coding and OOP.
  • Deep understanding of ML algorithms like regression, classification and clustering.
  • Deep understanding of model determination and evaluation.
  • Strong problem-solving mindset and ability to develop creative solutions for difficult problems often requiring detailed investigation of the code and data.
  • Interest in learning and coding within an advanced distributed micro-system architecture.

  Responsibilities:

  • As an AI team member you are expected to fulfill the following range of responsibilities, depending on the project:  
  • Develop, debug and maintain ML and AI software applications written in Python ecosystem, SciKit-Learn, TensorFlow, Keras, PyTorch.
  • Design ML and Deep AI Models for different types of data (time-series, sales, business data, images, etc.) and different output types (Classification, Regression, Clustering ...).
  • Create stream learning models for forecasting, prediction, classification, anomaly detection, etc.
  • Investigate the behavior of input and output data numerically.
  • Investigate and optimize models performance.
  • Solving complex problems with multi-layered data sets, as well as optimizing existing machine learning libraries and frameworks.
  • Work within a multidisciplinary team to understand clients business, data, and requirements and develop the appropriate AI or ML solution within our proprietary AI Machine.

Job Details

Functional Area:
Total Positions:
1 Post
Job Shift:
First Shift (Day)
Job Type:
Gender:
No Preference
Minimum Education:
Masters
Degree Title:
MSc or PhD in AI, computer science and electrical engineering, applied mathematics and physics with 3+ years of relevant experience in AI/Deep Learning.
Career Level:
Experienced Professional
Minimum Experience:
2 Years (Proven programming experience as a Machine Learning Engineer or similar role.)
Apply Before:
Jun 06, 2021
Posting Date:
May 06, 2021
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Quantsys Corp

Information Technology · 11-50 employees - Islamabad, Karachi, Lahore, Rawalpindi

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