Samsung R&D Institute Ukraine — вакансії
- Product / Startup
- 251-500
- 2009
- Київ
- CyberSecurity, Machine Learning / Big Data, VR / XR
Актуальні вакансії компанії
- Python
- C++
- Java
- Android
Samsung Research and Development Institute Ukraine (SR Ukraine) is looking for a Sr. ML/AI Engineer to join our team.
As a member of our team, you will be involved in research, development, and optimization of AI-based solutions in the area of computer vision, text recognition and understanding. The position will involve all aspects of the development state-of-the-art AI technologies. You will be a key member of our team of experts in machine learning and SW development that delivers high-impact AI-based features for millions of users of the world’s most advanced Samsung devices.
Responsibilities:
- Research, development and optimization of machine learning and artificial intelligence technologies to create text recognition solutions
- Data analysis and modeling with big data sets
Requirements:
- MS/Ph.D. in Computer Science/ Artificial Intelligence / SW engineering or equivalent combination of education, training, and experience
- 3+ years of professional experience as a ML/AI Engineer
- Deep knowledge of Python
- Deep understanding of machine learning concepts
- Solid experience with modern deep learning toolkits and deep neural networks, recognition systems, OCR, computation geometry
- Practical experience with Natural Language Processing (language modeling, word embedding)
- Familiarity with algorithms, data structures, and software design principles
- Strong ability to troubleshoot issues and make ML-system changes as needed to resolve the issue
- Ability to produce creative and innovative solutions to hard problems
- Excellent communication and organizational skills. Ability to work under pressure and adjust to rapidly changing environment
- Good written and spoken English
As a plus:
- Cross-platform development skills
- Commercial experience with C++, Java, Android
- Knowledge of the entire software stack and ability to rapidly create prototypes
- C++
- OpenGL
- Direct3D
- Android
- JNI
- UWP
- TensorFlow
As a member of our team, you will be involved in research, development, and optimization of solutions in the area of human-computer interaction, handwriting user input processing and visualization and take part in various activities from research tasks to development of commercial product.
Key Responsibilities:
- Research, development and optimization of solutions in field of human-computer interaction
- Prototype and implement PoC for various platforms (Android, Windows, UWP, ChromeOS)
- Maintain and support of source code in commercialization process
- Opportunity to participate in publication and patent activities
Required skills / expertise:
- 5+ years of professional experience in commercial S/W development
- Good knowledge of C++
- Strong knowledge of algorithms, data structures, and S/W development principles
Would be a plus:
- Graphics API: OpenGL ES 3.0+ or Direct3D
- Understanding of computer graphics principles (pipeline, matrices, shaders, etc.)
- Experience in Android development (Android/JNI)
- Awareness of developing on UWP (C#)
- Experience with CPU/GPU profiling tools
- Multi-threading development
- Python programming skills (including numpy, pandas, matplotlib and other libraries, used in data science)
- Integration of machine learning solutions on mobile phones, experience with TFLite
- VectorDrawable
- SVG
- Canvas
- JavaScript
- HTML
- CSS
- OpenGL
- WebGL
- Adobe After Effects
- Motion
- Node.js
- C++
As a member of our team, you will be involved in the design, and development of the software for producing and prototyping motion design for Samsung devices and platforms. The position will involve all aspects of software design, implementation, and prototyping motion graphics and visual effects that will affect millions of users of the world’s most advanced Samsung devices. We are looking for a developer who is interested in working with animation graphics for Android platform.
Responsibilities:
- Development of the framework for motion design prototyping
- Extraction, transformation and adopting motion design data to a target platform
- Implementation and development of visual styles and effects
- Development and optimization of graphics rendering algorithms and technics
- Research activities and strategic prototyping for future Samsung products
Requirements:
- Experience with development of Android application
- Strong knowledge & Experience in 2D graphics (Vector Drawable, SVG, Canvas)
- Experience in web applications development (JavaScript, HTML, CSS)
- Proficient in algorithms and data structures required
- Experience with object-oriented design and programming
- Comfortable with cross-platform development
- Good technical English
As a plus:
- Understanding of the OpenGL / WebGL rendering pipeline
- Experience in applications development for wearables
- Knowledge of Video Effects Software (as Adobe After Effects, Apple Motion)
- Knowledge of Node.js, C++
- C/C++
- ARM
- Linux
Responsibilities:
- Vulnerability assessment and penetration testing of various Linux OS security components and mechanisms:
- vulnerability assessment of Samsung mobile security software: security source code review (white box) and binary analysis (black box)
- secure SDLC process support (including requirements, design security review)
- emerging threats research: new attack methods, (un)known security issues risks
Major Requirements:
- hands-on experience with white and black box software penetration testing and vulnerability assessment
- understanding of typical software security issues (memory corruptions, various injections, arithmetic overflows, etc.) and how to protect against them
- good experience with C/C++, scripting languages, assembly (Arm preferred)
- ability to document and describe discovered security issues
Optional Requirements:
- exploitation experience
- understanding of Linux security architecture and design flaws exploitation (privilege escalation, MAC/DAC Passover oth.).
- Rust language knowledge
- tools: experience with fuzzers, disassemblers, debuggers, assessment automation tools
- cryptography: exploitation experience (weak keys, bruteforce, weak crypto, etc.)
- experience with assessing protected solutions (obfuscated / packed code)
Переваги для співробітників Samsung R&D Institute Ukraine
- English Courses
- Безкоштовний обід
- Відпустка по догляду за дитиною
- Гнучкий графік роботи
- Медичне страхування
- Оплачувані лікарняні
- Регулярний перегляд зарплатні
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