Senior AI/ML specialist / Data scientist in Academy SMART

The position is AI/ML specialist / Data scientist, target domain is related to Cyber Security / Application Security / Secure Coding.

 Focus on using AI LLMs (Large Language Models) to process code.

Tasks will include models training and validation, domain-specific datasets preparation and augmentation.

I would expect AI specialist with experience in AI of at least 4 years and overall programming experience of 8+ years

Main skills required:

- Python, torch, transformers (related keywords: pytorch, tensorflow, keras, onnx)

- Llama, GPT, MPT, T5, Gemma, LLM, training and inference engines.

- analytical and problem-solving skills, living interest in modern model training techniques (PEFT, SFT, DPO, etc)

- experience with data processing, data transformations, algorithms and data structures, rapid prototyping

Additional skills that are good to have:

- Experience deploying AI models into production environments (AWS, GCP, Azure)

- Experience creating software solutions from scratch to production.

- Experience with multiple programming languages (Java/Kotlin/Scala, C#, JavaScript/Typescript, PHP, C/C++, etc)

- Secure coding expertise, understanding security vulnerabilities (CWE, OWASP, NIST)

- Basic knowledge of web development (back end, front end)

- Performance Optimization, concurrency and parallelism, debugging and profiling tools

- Signal processing, audio processing, image/video processing, computer vision.