![Kinsei Talent](https://media.trabajo.org/img/noimg.jpg)
Expert Ai/nlp/ml
il y a 2 semaines
and/or Artificial Intelligence (AI)
Tasks
- Design, implement and maintain a scalable, reliable and secure hybrid cloud ML
environments
- Work closely with data scientists and backend developers to build, test,
- Analyse performance metrics and troubleshoot issues to ensure high availability
- Design CI/CD pipelines, use orchestration solutions and data versioning tools
- Creating automated anomaly detection systems and constant tracking of its
- Design the IT architecture for solutions in the NLP / ML / AI fields, and
- and meta-data management
concepts
- Provision of security studies, security assessments or other security matters
Requirements:
- At least 10 years of experience.
- Excellent knowledge of managing a MLOps infrastructure
- Good knowledge of TensorFlow (TFX), Airflow, MLflow, Kubeflow or equivalents
- Good knowledge of Perl, Python, Matlab, R and its NLP/ML libraries (SpaCy,
- Good knowledge of machine learning techniques and algorithms, such as kNN,
intelligence frameworks
- Good knowledge of the following: Data Management, AWS and/or Azure, Linux,
- Good knowledge of natural language processing systems lifecycle and agile
- Good knowledge of quality assurance and quality control for machine translation
tools, such as automatic quality metrics (BLEU scores and similar) and human
evaluation of MT quality
- Knowledge of query languages, such as SQL, Hive, Pig, etc and with
- Knowledge of NoSQL databases, such as MongoDB, Cassandra, HBase, etc.
- Knowledge of data visualization tools, such as , GGplot, etc.
- Experience in the field of corpus based linguistics
- Experience with alignment models and classification methods
- Experience with data analytics over big datasets, nonstructured databases as
Benefits:
- NET30 payment perms
-
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