דרושים » מדעים מדוייקים » פיתוח מערכות ביטחוניות בעידן ה-AI - הכשרה ללא עלות והשמה בחברות ביטחוניות

Requirements:
Required qualifications:
MSc or PhD in Computer Science, Statistics, Mathematics, Machine Learning/Data Science, Physics, Computational Biology, or a related field
At least 4 years of industry experience.
Strong foundation in machine learning - neural networks/classical machine learning.
Hands-on experience with Python-based data science and ML tooling.
Proven experience working with large, complex datasets (biological data preferred).
Experience with MLOps/DataOps practices for robust and reproducible ML training and evaluation pipelines, including experience with benchmarking tools and pipeline optimization.
Experience in statistics, probability, mathematical modeling and experimental design - preferred.
Experience using transformer-based models for applied solutions - preferred.
Experience in biotech, life sciences, or healthcare - preferred.

Desired personal traits:
You want to make an impact on humankind.
You prioritize We over I.
You enjoy getting things done and striving for excellence.
You collaborate effectively with people of diverse backgrounds and cultures.
You have a growth mindset.
You are candid, authentic, and transparent.

Requirements:
Required qualifications:
MSc or PhD in Computer Science, Mathematics, Physics, or a related scientific field.
3+ years of hands-on experience training deep learning models (e.g., transformers, vision models, or related architectures).
Strong practical experience with PyTorch (or similar frameworks).
Solid understanding of optimization and representation learning.
Proven ability to develop algorithmic solutions to complex problems.
Strong experience in experimental design, statistical evaluation, and working with large, complex datasets.
Ability and willingness to adapt to a new domain (biology).

Preferred qualifications:
Experience with large-scale pretraining.
Experience with foundation models.
Experience adapting methods across domains.
Research publications or meaningful research contributions.
Experience in computational biology or biomedical data (a plus, not required).

Desired personal traits:
You want to make an impact on humankind
You prioritize We over I
You enjoy getting things done and striving for excellence
You collaborate effectively with people of diverse backgrounds and cultures
You have a growth mindset
You are candid, authentic, and transparent

Requirements:
5+ years of hands-on Python development experience

Proven experience building algorithms, optimization logic, or decision systems

Strong software engineering fundamentals, with the ability to design, build, test, debug, and maintain high-quality production systems

Strong SQL and database expertise, including experience with relational and non-relational databases such as Postgres, MongoDB, and Redis

Familiarity with modern cloud and engineering environments, including AWS, Docker, Kubernetes, CI/CD, and Git

Experience working with modern LLM tools, prompt engineering, or LLM-based systems

Experience with monitoring and visualization tools, and comfort working in agile development environments

Strong analytical mindset, high ownership, and a real passion for solving problems and delivering value

Degree in Computer Science and/or Mathematics from a reputable university

Strong Pluses

Experience working with Claude

Experience building or working with agentic systems / AI agents

Experience with Java (Spring / Spring Boot)

Familiarity with search advertising and performance marketing

What We Are Looking For

A strong builder who enjoys solving hard algorithmic problems

Someone who can move between research-style thinking and production implementation

High ownership and startup mindset

Comfortable working in a fast-moving environment with ambitious goals and real product traction

Excited about combining Python, algorithms, data, and the latest AI tools to create a category-defining product

Requirements:
* 3+ years of hands-on experience in navigation algorithm development.
* B.Sc. or M.Sc. in Aerospace Engineering, Electrical Engineering, Mechanical Engineering, Computer Science, Applied Mathematics, Robotics, or a related field.
* Solid background in state estimation, filtering, optimization, and probabilistic modelling.
* Experience with inertial navigation, GNSS-based navigation, or multi-sensor fusion.
* Proficiency in MATLAB or similar tools.
* Experience implementing algorithms in simulation and Real-Time environments.
* Strong analytical, debugging, and problem-solving skills.
* Eligible for security clearance. Preferred Qualifications
* Ph.D. or advanced degree in a relevant field.
* Experience with autonomous systems, robotics, UAVs, or defense systems.
* Experience with Embedded implementation, Real-Time software, or hardware-in-the-loop testing.
* Knowledge of navigation performance metrics and sensor error modelling.

Requirements:
5+ years of practical experience developing computer vision or machine learning solutions using Python and frameworks such as PyTorch or TensorFlow - must
B.Sc. or M.Sc. in Computer Science, Electrical Engineering, or a related field, with strong academic performance
Solid foundation in algorithms, data structures, and computer vision/deep learning fundamentals
Strong analytical skills, a sense of ownership, and the ability to work collaboratively.