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Apple Lead ML Engineer - Generative AI India, Telangana, Hyderabad 161629737
06.06.2024
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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