At Cellwize, we are on a mission to connect the world with the networks of tomorrow, through our industry-leading, advanced, cloudified, AI-driven RAN automation and orchestration platform.
We are growing fast! And we’re looking for exceptional people to become part of our team as we move ahead rapidly in establishing dominance in the mobile market If you live and breathe innovation, are passionate about building things that change the world, and will settle for nothing less than amazing, then we want you to join our Israel-based team as our newest Junior ML & AI Engineer.
In a nutshell
State-of-the-art 4G and 5G cellular networks produce huge amounts of data per day, and are highly complex to design, monitor, control and optimize. Consequently, the world is trending towards ML/AI for these tasks, leading to many challenging ML/AI problems. Cellwize is regarded a global leader in this domain and we are expanding our ML/AI team. You have a unique opportunity to join our experts and help us strengthen our global leadership in this domain.
We are looking for a junior machine learning engineer to help us extract more value from our data. You will own the development processes from data collection, cleaning, and preprocessing, to developing, training, and testing, the right models and eventually deploying them to production.
The ideal candidate will have a good theoretical background in machine learning from university courses, will have some programming experience and will be passionate about ML/AI.
What you’ll be doing
- Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress.
- Developing and tailoring the right algorithmic solutions for a given ML/AI problem and following these all the way from an idea to a mature module in production. This will include:
- Defining the right features and engineering them to maximize performance.
- Defining and developing the ML/AI approach for the problem at hand, training, testing, and optimizing Hyper-parameters.
- Defining validation strategies before and after deployment.
- Analyzing errors and fine-tuning to improve performance.
What you’ll bring with you
- A must:
- Bs. C. degree in Computer Science, Electrical Engineering or Mathematics (from University only), with specialization in Machine Learning and a GPA of 85 or above.
- Some experience in programming, preferably in Python.
- An advantage:
- Ms. C. degree in ML/AI.
- Past experience in ML/AI.
- Vast programming experience.
- Proficiency with deep learning frameworks such as TensorFlow or PyTorch.
- Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas.
- Familiarity with Linux.
Why you’ll love it here
- You want flexibility, you got it. We get the ‘new normal’ and what it means to work from home, office, car, or a park bench.
- What about your needs? We’ve got your back – with the right working environment and equipment, and perks that will brighten your every day.
- We make products that are shaking up the mobile world. Do you want to do big things? Cellwize is where you will do them.
- Blue chip, world-class investors love us and are investing in our fast track to the future.
- Our people are rock stars, our culture is not only what makes coming to work every day so much fun, it’s also what’s driving us to spectacular new heights of success.
Cellwize is a champion of inclusion and opportunity. We don’t discriminate based on race, color, religion, age, sex, sexual orientation, and gender identity.