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Lead/Senior Data ScientistDVT

Western CapeSouth Africa
11 days0 Applicants
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job description - Lead/Senior Data Scientist


Education & Experience:

  • 8+ years of experience working on Data Science projects and ideally having led some of them.
  • Bachelor’s, Master's or PhD in Computer Science, Statistics, Mathematics, or a related field. A Master’s degree is preferred.
  • Certifications in data science, machine learning, or related fields are a plus.

Strong knowledge and extensive experience in:

  • Knowledge of tools such SQL, Sci-Kit lean, Pandas, Numpy, jupyter notebook
  • Exceptional knowledge of Machine Learning techniques on both the supervised and unsupervised learning fronts.
  • Exceptional knowledge of time series forecasting.
  • Track record and demonstratable knowledge of using the above algorithms to solve problems at client or at their employer.
  • Well versed and good understanding on MLOps best practices and has been a part of a team that has taken models to prod, ideally at scale.
  • Knowledgeable of MLOps tools like MLFlow, DVC, Airflow or cloud MLOps environments like Sagemaker, Azure ML studio of GCP’s vertex AI (Nice to have if they have practical experience)
  • Databricks experience is advantageous

Roles and Responsibilities:

  • Work independently on complex projects.
  • Design and implement complex predictive models or algorithms to drive business growth and improve customer experiences
  • Identify patterns and trends in data to drive insights and recommendations for business decisions
  • Design experiments and A/B testing to validate hypotheses and assess impact of data-driven solutions
  • Mentor and provide guidance to junior and intermediate data scientists.
  • Be involved in project management and strategic decision-making
  • Be involved in data pipeline architecture design and implementation Collaborate with cross-functional teams to gather requirements, design solutions, and implement models
  • Communicate findings and recommendations to non-technical stakeholders in a clear and concise manner

Behaviour Competency:

  • Self-motivated, proactive and results-oriented
  • Strong analytical and problem-solving skills
  • Ability to work in a fast-paced, dynamic and collaborative environment
  • Comfortable with ambiguity and able to adapt to change
  • Ability to work independently and as part of a team
  • Passion for learning new technologies and staying up to date with the latest trends in data science and machine learning
  • Excellent written and verbal communication and collaboration skills
  • Shows promising leadership abilities
  • Strong business acumen

 


 

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DVT develops business software and provides consulting and IT support for companies.

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