Software Innovation Leader
3 weeks ago
Senior AI/ML Engineer
Company Overview:Avy is a well-funded stealth-stage startup revolutionizing human-computer collaboration. Our vision is to create a future where humans and computers work together seamlessly, empowering teamwork and enhancing capabilities.
About the Role:This is a hands-on role where you will play a central role in bringing our product vision to life. You will have exceptional prospects for growth in a fast-paced environment.
Key Responsibilities:- Establish the core of Avy's AI and machine learning systems, scaling to include local, on-device processing combined with cloud-hosted services.
- Bring innovative ideas to life in a dynamic team setting, embracing various roles in the early stages.
- Guide the development of new datasets for model training and improvement, including generating synthetic data, designing remote telemetry strategies, and implementing privacy-preserving techniques.
- Leverage proprietary and open-source software, models, and datasets, potentially modifying or fine-tuning them.
- Fine-tune search, retrieval, and knowledge graph systems for optimal performance.
- Stay abreast of the latest advancements in AI and ML, assessing their applicability to our products and future directions.
- Intellectual curiosity combined with a pragmatic approach.
- Ability to select appropriate technological solutions, balancing innovation with practicality.
- Strong communication skills, capable of collaborating with diverse teams whose strengths are in engineering, product, design, and business.
- Knowledge of and experience selecting and working with various AI and ML model architectures, especially for NLP, image, and audio processing.
- Experience with LLMs, both open-weight and commercial.
- Experience improving models running in production settings, using data, telemetry, and feedback.
- Skilled in common data science programming languages like Python.
The estimated salary range for this position is $150,000 - $200,000 per year, based on industry standards and location. This compensation package includes a comprehensive benefits program, including 401K matching, health insurance, paid time off, and developer-worthy equipment and tools.
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