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Data Scientist

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Job Location

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Yea - Australia

Monthly Salary

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Not Disclosed

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Salary Not Disclosed

Vacancy

1 Vacancy

Job Description

Req ID : 2593974

Title: Data Scientist

Location: Remote

Duration: 1 year

Rate: Open

Project Scope and Brief Description:

We are seeking an exceptional Data Scientist to work on Project Pathfinder. The successful candidate will have a passion for business impact. Technically they will be involved in the full modeling lifecycle from building data models and pipelines developing models implementing metrics and performing residual analysis to guide model improvements. They will join a high performing technical team focused on delivering high impact work with teamwide best practices (e.g. clean code reproducible/transferrable work git etc.) and effective levels of communication.

Responsibilities:

  • Create data pipelines as needed
  • Combine machine learning heuristics and business rules to build models that solve business problems
  • Write code for reproducible and reusable model metric measures
  • Perform exploratory data analysis (eda) and residual analysis to identify areas of improvement for modeling efforts
  • Qualifications:

    • Experience building models that solve business problems
    • Experience independently answering business and related analytics questions with interpretable and direct quantitative approaches.
    • Experience in using Python for analysis including the use of common libraries (pandas numpy scipy matplotlib seaborn etc.) creating and sharing jupyter notebooks and building reusable functions and scripts.
    • Fluency in using SQL for common data access transformations and aggregations.
    • Ph.D. or M.S. in Statistics Data Science Computer Science Physics Engineering Operations Research or related scientific discipline.

    Focus will be on seed placement domain Bridging the gap between research team and product development team for Seed Placement / Recommendations. What exactly does this mean Corteva is working towards identifying the best seed for a particular soil type and growing region that then will produce the best yield ultimately creating a winwin for both Corteva and the farmers that purchase this seed. In the future they will also work at identifying the best crop protection products that are best suited for the seed & soil type.

    Be the bridge between teams (Research teams who are rich in domain knowledge less tech/data science; & Direct Business Product facing Product Dev (PD)) and help to build recommendations in product experience systems / model on Applied Data Science team to improve predictions. This is NOT new novel research. Rather improvement in existing models.

    • MUST have strong communication and ability to translate technical components into nontechnical terms.
    • Ability to tell a story about whats happening with a data model why and ability to reinforce the decision or pivot.
    • This leader will look for strength passion in problem solving finding an answer using a toolkit/statistical tools; problem solver and guiding solutioning for next model. For example if they find Model X is not right for a group of users investigate another solution where is it not perfect be able to tell the story why; SME Hypothesis forming.
    • Does not need to have Ag experience. Always helpful but not necessary to be considered.
    • PHD is not required MS is fine. MUST have 2 years of work experience
    • Selfstarter confidence reach out for help when needed but be able to work independently
    • MUST be strong in SQL Python Pandas and strong clean coding practices checking for errors duplicates 1:many ratios etc.
    • Ideally they have some stats background
    • NOT looking for someone who just wants to run and tune data models this role will be full stack finding data sources normalizing running analysis on the model and telling a story about it. May partner with someone else on the team too.

    Employment Type

    Full Time

    Company Industry

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