A deep-tech startup building real-time vision intelligence systems, is looking for a senior applied researcher to take full ownership of a core domain — from research to production. The company is tackling one of the hardest perception challenges — early detection of low-visibility targets such as drones and vessels. The systems are deployed in real-world environments and have direct impact on safety and life-saving operations.
Responsibilities
- Own a computer vision / AI domain end-to-end — from problem definition to production deployment
- Develop new algorithms and improve existing models with measurable performance impact
- Design and execute experiments, analyze results, and iterate rapidly
- Integrate research directly into production systems and codebase
- Collaborate closely with researchers and engineers to deliver real-world solutions
Requirements
- 5+ years of experience in Computer Vision / Deep Learning with production exposure
- Proven ability to take complex problems from research to working solutions
- Strong experimental skills — ability to design, evaluate, and iterate effectively
- Strong coding skills in Python and experience with PyTorch
- Experience working within production codebases (not only research environments)
- Understanding of data lifecycle: collection, validation, and evaluation methodologies
- Independent, curious, and collaborative mindset
Nice to Have
- Experience with low-resolution, long-range, video, or thermal imaging
- Experience with embedded / edge deployment (ONNX, TensorRT, on-device inference)
Skills Required
- 5+ years of experience in Computer Vision / Deep Learning with production exposure
- Proven ability to take complex problems from research to working solutions
- Strong experimental skills
- Strong coding skills in Python
- Experience with PyTorch
- Experience working within production codebases
- Understanding of data lifecycle
What We Do
Founded in 2010, Gini-Apps is an israeli tech company specializing in web and mobile applications, as well as outsourcing and R&D talent placement services. Every day, our team shows up with one clear mission: to build digital products people genuinely love to use and also to empower companies with the skilled professionals they need to grow. Millions of people use our apps every day. Transforming any digital into elegant, practical and revenue-driving tech solutions is our secret power From concept to launch and beyond, every product we create strives to achieve two goals: We want users to love it, and we want you to generate revenue from day one. Co-Founders Shay Somech | CEO Mobile, Desktop and web developer for the last 20+ years with a background of IDF airforce electronic engineering on F15 aircraft. Massive app user, familiar with many apps & technologies worldwide. Early adapter for technological products and gadgets. Tamir Avrahamov | CTO Mobile strategy & technology advisor for startups and enterprises, strong hands-on and architectural vision.
