Arrow Electronics

Senior Software Developer, Machine Learning

1 month agoCairo, Egypt

Position:
Senior Software Developer, Machine Learning

Job Description:

Responsibilities

  • Implement scalable machine learning and optimization algorithms that will be used in production on big data.
  • Embark on exploratory data analysis projects to achieve better understanding of phenomena as well as to discover untapped areas of growth and optimization.
  • Estimate impact and effort of data science projects
  • Act as a tech lead for a business area
  • Help define and track the appropriate key metrics for specific projects.
  • Design and run randomized controlled experiments, analyze the resulting data and communicate results with other teams.
  • You will always challenge the status quo and continually investigate new data processing technologies and seek to ensure that we follow the industry best practices.
  • Evaluates sales forecast data, which may include forecasts provided by representatives, districts, regions, and the organization as a whole; modifies data by changing business and market conditions.
  • Analyzes data, makes recommendations and comments, and presents forecast to leadership team for business planning and product development.
  • Designing and implementing state-of-the-art algorithms
  • Optimize the performance of the model inference with better usage of different resources like
  • Improve scalability, speed and performance of ML models and processes.
  • Run machine learning tests and experiments
  • Perform statistical analysis and fine-tuning using test results.
  • Practical experience with machine learning libraries like scikit-learn, NLTK ...
  • Basic knowledge of Linux and bash
  • Good Writing and presentation skills
  • Building web services using Flask is a plus
  • Experience with container networking on Docker is a plus.
  • Experience with application deployment by using CI/CD is a plus
Qualifications
  • 5+ years experience in data mining, predictive modeling, time series analysis, machine learning, big data methodologies, transformation and cleaning of both structured and unstructured data.
  • Experience in applied Deep Learning
  • Familiarity with Regression, Classification, NLP, Machine Vision
  • Strong problem solving and coding skills
  • Excellent oral and written communication skills.
  • Proficiency and demonstrated experience in the following: Python, SQL, Spark
  • Familiarity with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn)
Location:
EG-Cairo, Egypt (Al Emdad & Al Tamween)

Time Type:
Full time

Job Category:
Information Technology

Job ID: Arrow-Electronics-R180094