Chief Data Insights Architect
1 month ago
We are a leading provider of legal and professional information services.
Salary Range:R1,200,000 - R1,800,000 per annum, depending on experience.
About the RoleThis role is for a skilled Chief Data Insights Architect who will work with our team to develop data-driven solutions. As a key member of our team, you will work in a collaborative environment to design, build, and implement data insights solutions that drive business value.
Responsibilities- Evaluate and maintain our data assets and training/evaluation datasets.
- Develop and implement NLP-based information extraction solutions.
- Propose and identify trade-offs of various algorithmic solutions.
- Interface with other technical personnel or team members to finalize requirements.
- Work closely with other development team members to understand moderately complex product requirements and translate them into software designs.
We are looking for someone with a strong background in machine learning and NLP, as well as experience working with large-scale datasets. A Master's degree in Data Science, Computer Science, Statistics, or Machine Learning is preferred, along with 3+ years of relevant work experience.
Data Science and NLP SkillsWe require formal training in machine learning dimensionality reduction, clustering, embeddings, and sequence classification algorithms. Practical experience in Natural Language Processing methods and libraries such as spaCy, word2vec, TensorFlow, Keras, PyTorch, Flair, BERT, and large language models is also necessary.Technical Skills
- A strong Python, Scala, or Java background is required.
- Knowledge of AWS, GCP, Azure, or other cloud platforms is essential.
- Understanding of data modelling principles and complex data models is necessary.
- Knowledge of relational and NoSQL databases, such as Postgres, Elasticsearch/OpenSearch, and AWS Neptune, is required.
- Knowledge of Spark, Ray, or other distributed computing systems is highly preferred.
We offer a comprehensive benefits package, including a salary range of R1,200,000 - R1,800,000 per annum, depending on experience. We also provide health insurance, disability insurance, dependent care and commuter spending accounts, life and accident insurance, retirement benefits, and modern family benefits.
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