• Working on the reinforcement learning algorithms that will run in our platform: definition, initial implementation, evaluation and deployment
  • Formulate real-world causal inference and experimental design problems in terms of different RL algorithms, and independently conduct research to decide upon the best approach

Requirements

  • Knowledge of RL applications in fintech, stocks, and time-series data analysis!
  • Experience using a variety of RL algorithms: actor-critic, policy gradient, DQN, VFA, SARSA, Q-learning, model-based and model-free Monte Carlo, dynamic programming...
  • Experience with deep learning and its frameworks (TensorFlow, Keras, Caffe, Theano...)
  • Experience with recommendation systems and/or natural language processing
  • Strong statistical background
  • Experience with machine learning lifecycle management tools (e.g. mlflow)
  • Experience with continuous deployment of models with the build pipeline
  • Experience with databricks
  • Experience with Spark performance tuning, data pipeline testing and MLlib

Job Details

Total Positions:
1 Post
Job Shift:
First Shift (Day)
Job Type:
Job Location:
Gender:
No Preference
Minimum Education:
Bachelors
Degree Title:
BSc/BEng degree in computer science, mathematics, physics, electrical engineering, machine learning or related fields; or equivalent technical proficiency
Career Level:
Experienced Professional
Minimum Experience:
2 Years
Apply Before:
Jul 08, 2022
Posting Date:
Jun 07, 2022

Safa Gold Mall

Real Estate/Property · 101-200 employees - Islamabad

Safa Gold Mall is the Regions Premier Shopping, Lifestyle & Entertainment Destination. The Safa Gold Mall is a unique experience of shopping and entertainment with the class of environment you would love to live with, located in the hub of Islamabad’s most sophisticated area. Safa Gold Mall has an average footfall of 10-12 thousand visitors per day in which 30-40% visitors are our esteemed foreign guests. Safa Mall has everything for every type of visitor from shopping to the health and state of the art fitness club, sauna bath and a swimming pool. Multiplex cinema screens are underway and to be completed till the start of next year which is the only lacking in mall till the date. Every age group does have attractions for them in the mall and we are proud to have our satisfied valued customers (brands) and visitors. Mall has its own internal security system and under roof valet parking of complete two floors including the external parking for hundreds of vehicles. Safa Gold Mall has been designed especially focusing on the highest standards of lifestyle and shopping for the citizens of Islamabad and our esteemed visitors of other cities and countries.

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