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レベル: Mid-Senior level
ジョブタイプ: Full-time
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仕事内容
Job DescriptionLooking for a Data Engineer with rich experience on Cloud deployment, NLP(NLU/G) and MLOps.- Experience with Natural Language Processing (NLP) libraries and tools such as Spark NLP, Hugging Face, NLTK, Spacy, Labelling Studio, etc
- Experience with data cleansing, data engineering, data quality assessment, and using analytics for data assessment
- Proven work experience of a variety of machine learning techniques (supervised and unsupervised machine learning algorithms such as SVM, random forest, PCA, t-SNE, clustering, and neural networks) and their real-world advantages/drawbacks
- Hands on experience with Keras/Tensorflow/PyTorch/SciKit Learn
- Practical experience with ML Operations tooling including MLflow, Sagemaker, or Databricks
- Experience in visualizing/presenting data for stakeholders using: Matplotlib, seaborn, ggplot or any data visualization tool
- Version control system. CI/CD pipeline. MLops experience
- Experience in implementing the products lifecycle - design, development, quality, deployment, maintenance
- Proficiency in programming in Python
- Work along with Senior and Stake holders to capture the requirements and execute it in Agile methodology
- Strong interpersonal and leadership skills, as well as effective communication (both written and verbal) skills and the ability to present complex ideas to a variety of audiences in a clear and concise manner
- Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling
- Ability to effectively design software architecture
- Deep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis etc), statistics and classification algorithms
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締切: 12-07-2024
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