Senior Software Engineer – Machine Learning
Job Description
Leading other team members in developing ML-related features in software products. Prepares and reviews low-level software designs. Selecting features, building and optimizing pipelines using machine learning supervised and unsupervised techniques Develops/reviews software application code making sure of conformance of coding standards and architecture principles. Processing, cleansing, and verifying the integrity of data used for analysis Preparing unit test cases and writing unit test code. Writing automated build and execution scripts for software artifacts. Writing automated deployment scripts for software artifacts. Fixing software bugs reported by internal and external testing teams. Fixing bugs in open-source software supported by the company and software products developed by the company. Accountable for providing high-quality software products and services
Personal Skills
Self-starter with a proactive attitude Excellent written and verbal communication skills for coordinating across teams. Individual contributor who is able to work effectively across different teams Excellent organizational, time management, and presentation skills. Ability to communicate effectively with peers, management, & business groups
Technical Skills
• Excellent Coding Skills in Python are required and other coding knowledge and experience with other languages like Java, java script, and R are highly desirable.
• Deep understanding with applied experience of OOP concepts, writing modularized code and common design patterns.
• Previous background of developing applications using Python web frameworks like Django is mandatory.
• Proficiency in using query languages such as SQL and ORM is a must.
• Previous knowledge of container management (I.e., Docker) is mandatory.
• Experience with building Restful APIs and documentation with Swagger.
• Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
• Excellence at using common python data science packages like Scikit-Learn, NumPy, SciPy, Matplotlib, and Plotly.
• Experience with Big Data tools like Spark, Kafka, NiFi, Airflow is preferred.
• Experience with data visualization tools, such as Plotly Dash, PowerBI, Tableau, etc.
• Experience with NoSQL databases, such as MongoDB, Cassandra, HBase, Neo4J
• Previous experience with cloud services like AWS, GCP, Azure, and Linux administration is preferred.
• Proven hands-on experience in dealing with a variety of software development and machine learning tasks including different types of data like tabular, time-series, image, and sequential data.
Education
Bachelor’s degree or equivalent experience. Preferred Computer science or engineering.
Job Location Cairo, Egypt Job Role Engineering Years of Experience Min: 3
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