Machine Learning Engineer (NLP/LLM)

responsibilities

• Design, train and implement NLP models of different complexity. We work with SoTA models and their combinations, tuning LLM and much more;

• Find bottlenecks in models performance and fix them;

• Develop processes and tools to monitor and analyze model performance and data accuracy.

requirements

• Minimum of 5 years of experience in data science roles, with a significant portion dedicated to NLP tasks and LLM fine-tuning;

• Strong understanding of various machine learning algorithms and techniques, including deep learning and transformers;

• Experience in fine-tuning LLM (7B or larger) on multiple GPUs using DeepSpeed or FSDP;

• Strong understanding of business needs and ability to”translate” them into the language of models;

• You are writing production-ready code (git, tests, linters, code analyzers, CI, code reviews, etc.);

• You understand how parameter-efficient fine-tuning methods works and are able to apply them (LoRA and more);

• Experience in intent recognition, named entities recognition, facts extraction and other voice assistance related NLU tasks is an advantage;

• Experience leading projects, mentoring junior team members, and providing technical guidance and support would be a plus;

why join us?

• Experienced team, Aiphoria is formed by a team of enthusiastic professionals who created award-winning devices, voice assistants and other AI-driven products for BigTech corporations.
• Cutting-edge technologies, we build a technology using our areas of expertise including Computer Vision, Speech Technologies, Natural Language Understanding, Generative AI incl. LLM and Diffusion models.
• Rapid career progression, facilitated by our team of seasoned senior professionals who hail from prestigious, industry-leading companies.
• Remote work opportunities from anywhere globally.
• Company has prominent clients with an opportunity for you to work on different projects and/or to be involved in developing our proprietary own products.
• Competitive compensation surpassing market standards.
• A company with entrepreneurial spirit. We offer a unique mix of a secure workspace thanks to the big clients raised along with a true start-up culture!