Remote Agricultural Data Scientist

Placements24

Benoni

Hybride

ZAR 900 000 - 1 400 000

Plein temps

Il y a 4 jours
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Avantages offerts par ce poste

Remote work
Competitive salary
Performance bonuses
Health insurance
Retirement plan
Conferences & training

Résumé du poste

Placements24, on behalf of a leading AgriTech firm, seeks an Agricultural Data Scientist to join a fully remote team. You will transform sensor, satellite, weather, and farm records into predictive models and interactive dashboards that improve farm efficiency and sustainability.

You will work with agronomists, engineers, and product managers to design experiments, validate models, and communicate insights to stakeholders.

Qualifications

  • Master's or PhD in Data Science, Statistics, CS, Agricultural Science or related field.
  • 5+ years as a Data Scientist with predictive modeling experience.
  • Proficiency in Python or R and libraries (scikit-learn, TensorFlow, PyTorch, Pandas).
  • Experience with cloud platforms (AWS, Azure, GCP) and big data tools.

Responsabilités

  • Collect, clean, and process large agricultural datasets from multiple sources.
  • Develop and validate ML models for predictive analytics (yield, disease, resource optimization).
  • Design experiments to test hypotheses and evaluate interventions.
  • Visualize results via dashboards/reports for technical and non-technical audiences.
  • Collaborate with agronomists, engineers, and product managers to identify data opportunities.
  • Stay updated on advances in data science and agri-tech.
  • Contribute to data infrastructure and analytics pipelines.
  • Ensure data quality, integrity, and security across projects.
  • Automate data analysis and reporting where possible.
  • Present findings to senior management and clients.

Connaissances

Python
R
scikit-learn
TensorFlow
PyTorch
Pandas
SQL
NoSQL
Cloud platforms
Spark
Data visualization

Formation

Master's or PhD in Data Science or related field

Outils

SQL
NoSQL
Spark

Description du poste

About the Role

Our client, a leading AgriTech firm focused on innovation and data-driven solutions, is looking for an exceptional Agricultural Data Scientist to join their fully remote team. This role is pivotal in transforming vast amounts of agricultural data into actionable insights that drive farm efficiency, sustainability, and profitability. The Data Scientist will work with diverse datasets, including sensor data, satellite imagery, weather patterns, and operational farm records, to develop predictive models and analytical tools. We seek a highly analytical individual with a strong background in data science, machine learning, and a solid understanding of agricultural principles. This is a unique opportunity to leverage advanced analytics to shape the future of farming from a remote location, impacting agricultural practices globally.

Key Responsibilities
  • Collect, clean, and process large and complex agricultural datasets from various sources.
  • Develop, implement, and validate machine learning models for predictive analytics (e.g., yield prediction, disease forecasting, resource optimization).
  • Design and conduct experiments to test hypotheses and evaluate the performance of agricultural interventions.
  • Visualize data and model results using dashboards and reports to communicate findings to technical and non-technical stakeholders.
  • Collaborate with agronomists, engineers, and product managers to identify data-driven opportunities and solutions.
  • Stay current with advancements in data science, machine learning, and agricultural technology.
  • Contribute to the development of data infrastructure and analytical pipelines.
  • Ensure data quality, integrity, and security across all projects.
  • Automate data analysis processes and reporting where possible.
  • Present findings and recommendations to senior management and clients.
Requirements
  • A Master's degree or PhD in Data Science, Statistics, Computer Science, Agricultural Science (with a strong quantitative focus), or a related field.
  • Minimum of 5 years of experience as a Data Scientist, with a proven track record in building and deploying predictive models.
  • Strong proficiency in programming languages such as Python or R, and expertise in relevant libraries (e.g., scikit-learn, TensorFlow, PyTorch, Pandas).
  • Experience with database technologies (SQL, NoSQL) and data warehousing concepts.
  • Familiarity with cloud platforms (AWS, Azure, GCP) and big data technologies (e.g., Spark).
  • Solid understanding of statistical modeling, machine learning algorithms, and experimental design.
  • Knowledge of agricultural concepts, practices, and data sources (e.g., weather, soil, satellite imagery) is highly desirable.
  • Excellent analytical, problem-solving, and critical thinking skills.
  • Strong communication and collaboration skills, essential for remote teamwork.
  • Ability to work independently, manage priorities, and deliver results in a fast-paced remote environment.
Benefits
  • This fully remote position offers unparalleled flexibility and the opportunity to work from anywhere.
  • Our client provides a highly competitive salary, significant performance-based bonuses, and a comprehensive benefits package including excellent health insurance and retirement planning options.
  • Professional development is highly encouraged, with ample opportunities for training, attending conferences, and contributing to research.
  • You will be part of an innovative and impactful team driving technological advancements in agriculture.
  • The company offers a stimulating work environment and the chance to work on cutting-edge projects that address real-world challenges in farming, all while enjoying the benefits of remote work near Benoni and beyond.
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