Job Title: Data Scientist / ML Engineer
Location: Pakistan, Karachi
Terms: Full-Time
Posted Date: 13.04.2021
Valid Date: 14.05.2021
Data Scientist / ML Engineer job at 7NSoft Systems (Pvt) Ltd
About Company: 7NSoft Systems (Pvt) Ltd-
Sybase Solutions Corporation Pvt. Ltd., managed by a dynamic team specialized in Information Management & Integration, Enterprise Mobility, Development, Designing and Modeling Tools.
About Job/Role:
- Designing and developing machine learning and deep learning systems
- Running machine learning tests and experiments
- Implementing appropriate ML algorithms
- Study and transform data science prototypes
Data Scientist / ML Engineer job at 7NSoft Systems (Pvt) Ltd
Responsibility:
- Design machine learning systems
- Research and implement appropriate ML algorithms and tools
- Develop machine learning applications according to requirements
- Select appropriate datasets and data representation methods
- Run machine learning tests and experiments
- Perform statistical analysis and fine-tuning using test results
- Train and retrain systems when necessary
- Extend existing ML libraries and frameworks
- Keep abreast of developments in the field, read and interpret top journal level papers
Requirements :
- Proven experience as a Machine Learning Engineer or similar role
- Understanding of data structures, data modeling and software architecture
- Deep knowledge of math, probability, statistics and algorithms
- Ability to write robust code in Python, Java and R
- The Ability to work on Jupyter Notebooks in small and large teams
- Ability to work using Agile SCRUMs
- Extensive knowledge of Statistical techniques and corresponding Python libraries like Pandas, SKLearn, Tensorflow and Keras
- Must have exposure to AutoML techniques like Automated Feature Engineering, Neural Architectural Search, Hyper-parameter Optimization
- Familiarity with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn)
- Excellent communication skills
- Ability to work in a team
- Outstanding analytical and problem-solving skills
- BS/Btech/BE in Computer Science, Mathematics or similar field; Master’s degree is a plus
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