Assistant Scientist Data Science

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Description

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This place is created to help the Genebank (Worldwide Rice Genebank) mission actions, whereby the profitable candidate might be working along with the Principal Investigator and GRC employees within the headquarters, and function a conduit between the IRRI employees and worldwide consultants for clean implementation of the focused actions. The incumbent can be anticipated to introduce new approaches and related applied sciences that maximize the effectivity and functionality of the crew.

This place might be based mostly on the IRRI Headquarters, Los Baños, Philippines and should solely be stuffed by everlasting residents of the Philippines.

Roles and Obligations:

• Deal with all Synthetic Intelligence  (AI)/ Machine Studying (ML ) duties of the Unit
• Contribute to the event, coaching, and deployment of AI/ML fashions to sort out particular duties related to the Unit
• Growth of associated software program options or elements
• Spearhead in updating the system, software program evaluation, and analysis of the options to go well with the necessities in working the system
• Present technical help for storage, evaluation, and retrieval of information
• Work intently with different items in GRC, employees inside RBI and IRRI, and exterior collaborators and companions to design and implement ML-based options
• Often monitor, consider, and supply suggestions to enhance analysis actions/duties carried out by Analysis Technicians, college students, and trainees within the crew
• Coordinate with required IRRI providers and provides to make sure clean implementation
• Match-for-purpose ML-based fashions developed and deployed
• Put together and submit updates of outputs to the supervisor in a well timed method
• Interpretation of outcomes contributing to the writing of manuscripts for experiences/publications
• Supervise and lead the upkeep of correct knowledge recording and replace database for environment friendly storage and retrieval of data

{Qualifications}:

• Bachelor of Science diploma in Laptop Science, Statistics, Information Science, or associated fields and with 4 years of related work expertise in organic analysis
• Grasp of Science diploma in Laptop Science, Statistics, Information Science, or associated fields and with 1 12 months of related work expertise in organic analysis

Abilities Required:

Necessary:

• Machine Studying and Deep Studying: Proficiency in constructing and optimizing fashions like convolutional neural networks (CNNs), that are significantly helpful for picture classification duties.
• Picture Processing: Information of picture processing strategies.
• Programming: Robust expertise in Python or R, significantly in utilizing libraries like TensorFlow, Keras, PyTorch, scikit-learn, and OpenCV for mannequin growth and picture processing.
• Information Manipulation and Evaluation: Means to preprocess and analyze massive datasets, together with expertise in knowledge cleansing, transformation, and visualization.
• Statistics: Stable understanding of statistical ideas and their software in knowledge evaluation and mannequin validation.
• Mannequin Deployment and Upkeep: Expertise in deploying fashions into manufacturing and sustaining them for scalability and effectivity

Supply:  https://www.irri.org/talentlink/details.html?id=Q7LFK026203F3VBQB79QWQWAS&nPostingID=1868&nPostingTargetID=3371&mask=irriext&lg=EN

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