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Apple Lead ML Engineer - Generative AI India, Telangana, Hyderabad 161629737
06.06.2024
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Description
You will work with data scientists to deploy and evaluate different models and fine tune it to custom needs. You will also explore-many integrations using tools like LangChain, IDE plugins, git based hooks to innovate on ways to improve developer experience.
Key Qualifications
- Solid understanding and experience in advanced machine learning algorithms, deep learning, statistics, and large language models.
- Demonstrable experience with transformer models such as BERT, GPT, RoBERTa, etc, and a solid understanding of their underlying principles is a plus
- Model optimization and fine tuning of large language models for better performance, latency, memory and throughput
- Strong software development skills with proficiency in Python, PyTorch, TensorFlow, JAX
- Building MLOps infrastructure for experimentation and A/B testing and production deployment and operations.
- Experience with MLOps technology: Git, Docker, Kubernetes, MLFlow/DVC/ClearML, Airflow
- Setting up LangChain pipeline including prompt engineering and parsing
- Ability to meaningfully present results of analyses in a clear and impactful manner. Able to break down sophisticated machine learning model knowledges to digestible information for non-technical audience.
- Experience in applying ML techniques in developer productivity is a plus
- 5+ years of overall experience in the software industry focussed on AI/ML
Education & Experience
B.Tech/M.Tech/M.S. in related field or Ph.D. in Data Science, Machine Learning, Operations Research with 5+ years experience
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