Data Scientist At HYQOO


Position : Data ScientistKey Responsibilities:

  • Design and implement advanced prescriptive content recommendation models using various statistical, machine learning, and data mining techniques.
  • Perform data preprocessing tasks such as cleansing, discretization, imputation, and feature engineering to ensure high-quality inputs for model building.
  • Access and manipulate big data, as well as both relational and non-relational data sources, to acquire data at the necessary granularity for specific analytical objectives.
  • Work closely with engineering teams to deploy real-time and automated batch data science solutions in a production environment.
  •  Actively contribute to improving the machine learning lifecycle infrastructure and codebase, participating fully in team activities and collaborative efforts.
Required profile for job ad : Data ScientistQualifications/Requirements:

  • Bachelor’s or advanced degree in Statistics, Business Analytics, Data Science, or a related quantitative field.
  • Proven experience in applying advanced data science algorithms such as neural networks, SVM, random forests, gradient boosting machines, k-means++, deep learning, or reinforcement learning.
  •  Demonstrable expertise in at least three classes of advanced algorithms.
  •  Prior experience with live recommender systems and their implementation.
  • Proficiency in deep learning frameworks, preferably TensorFlow.
  • Proven track record in implementing scalable, distributed, and highly available systems on Google Cloud Platform.
  • Competence with Google AI Platform/Vertex AI, Kubeflow, and Airflow.
  • Strong skills in data processing with SQL, Python and PySpark.

Desired Characteristics:

  • Solid understanding of the computational complexity involved in model training and inference, especially in the context of real-time and near real-time applications.
  • Experience handling multi-billion record datasets and a good grasp of enterprise-level digital analytics platforms such as Adobe Analytics or Google Analytics.
  • Familiarity with the management and analysis of large-scale video assets.
  • A team player with a collaborative mindset who is eager to learn and apply new methods and tools.
  •  A sense of pride and ownership in your work, along with the ability to represent your team confidently to other departments.

Skills

  • TensorFlow, Python, SQL
Job criteria for job ad : Data Scientist
Job category :
IT, new technologies
Industries :
IT, software engineering, Internet
Employment type :
Permanent contract – Fixed-term contract
Region :
Ashanti – Brong Ahafo – Central – Eastern – Greater Accra – Northern – Upper East – Upper West – Volta – Western – International
Experience level :
2 to 5 years
Educational level :
Master
Key Skills :
PYTHON
TENSORFLOW
NORTHERN
BATCH
ACCESS
SQL
BIG DATA
Number of Position(s) : 1

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July 2024
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