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14 Egnyte Jobs
Machine Learning Engineer - AI
Egnyte
posted 19d ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
- Supervising the full development of machine learning & deep learning projects, from design to deployment and maintenance
- Providing technical leadership for the development of NLP projects
- Reviewing state-of-the-art machine learning & deep learning technologies/models with a strong focus on NLP
- Evaluating potential ML solutions and choosing the most appropriate ones depending on technical and business needs, in close collaboration with our Product team
- Defining the architecture of machine learning-based projects, including integrations with other Egnyte products
- Supporting the whole lifecycle of our machine learning models, including gathering data for (re)training, A/B testing, deployment, monitoring, retraining, and redeployments
- Working closely within a distributed team to analyze and apply innovative solutions over billions of documents
- Communicating your approach and results to a wider audience through articles and presentations
About you:
- Documented technical excellence in NLP
- Demonstrated success with machine learning & deep learning in a SaaS or Cloud environment, with hands-on knowledge of model creation and deployments in production at scale
- Advanced communication skills, especially with regards to knowledge transfer
- Ability to provide mentorship and team support
- Fluency in at least one deep learning framework: PyTorch, TensorFlow / Keras
- Advanced knowledge of the HuggingFace libraries (transformers and tokenizers) or the Fairseq library
- Fluency in Python, Docker, Kubernetes, Helm
- Solid English skills to effectively communicate with other team members
Bonus skills:
- Experience with large datasets and distributed computing, especially with the Google Cloud Platform
- Good understanding of advanced analytical modeling and statistical forecasting techniques
- Knowledge of Java, Scala or Go-Lang programming languages
- Familiarity with Kubeflow
- Experience with OpenCV
- Names containing BERT are very welcomed ;-)
Employment Type: Full Time, Permanent
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Flexible timing
Monday to Friday
No travel
Night Shift
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