Backend Engineer (ML)

  • full time
  • 2+ years
  • Sharon area

Job Description:

For a software company developing products for the Web, with offices in the Sharon

Additional Positions:

SCRIPTS Developer

Category:

Software

Job Qualifications:

" Design data science, statistical, machine learning and deep learning systems that influence millions of players
" Implement and optimize appropriate ML algorithms and tools for time series and tabular data
" Transform data science prototypes into full-scale products
" Run live tests and experiments
" Train and retrain systems when necessary
" Extend existing ML libraries and frameworks and create new ones, as needed
" Collaborate with other scientists, engineers, architects and analysts spread across several countries

" 4+ years experience in ML engineering, data engineering or software engineering
" BSc in Computer Science, Mathematics, or any related degree. MSc or PhD degree is an advantage
" Strong programming skills in Python (at least 2 years of experience)
" Experience working with databases (SQL and no-SQL)
" Experience working on high-scale, production-grade projects
" Familiarity with the following big-data tools: Spark, Kafka, Hadoop, Hive (or similar)
" Experience with Linux OS
" All-around team player who is a self-motivated, fast learner
" Experience with Java and Scala- Advantage
" Experience with machine learning frameworks (like Keras, Tensorflow, or PyTorch) and libraries (like scikit-learn)- Advantage
" Familiarity in ML evaluation metrics (Precision, Recall, F1 Score, etc.)- Advantage
" Experience with training, testing, deployment, and monitoring real-time (or near real-time) machine learning models in production- Advantage
" Background working with a cloud technology stack- Advantage

Company Occupation:

Internet related, Gaimmimg

Company Size:

StartUp

חפש משרה

חפש
חיפוש מתקדם