Data Scientist

At FMC, precision agriculture offerings are designed to give farmers and customers novel insights into protecting their crops against various pest pressures. FMC’s solutions will allow growers to make faster, better, and more informed decisions than ever before. As the only global agricultural sciences company focused exclusively on crop protection, FMC is uniquely positioned to deliver best-in-class agronomic advice.

The precision agriculture team at FMC is building a portfolio of new applications and services. You will be part of a team adopting the mindset, agility and processes of a technology company while drawing on our 100+ years of experience in agriculture.

This role is located at our corporate headquarters in Philadelphia, PA. We welcome you, your ideas, and your enthusiasm.

Responsibilities:

• Build data science solutions to solve complex problems and fuel growth initiatives
• Work with stakeholders to find workable solutions to our business problems on data. This will require the ability to translate the problems stated in business terms into quantitative approaches, leading to projects starting small and aspiring to grow big if preliminary results are promising.
• Develop data pipelines (mostly in Airflow) for automation, scalability, extensibility, and transparency
• Convey sophisticated machine learning and modeling solutions with intuitive visualizations and effective communications
• Participate in discussions to make the right scientific or technical trade-offs to
  
  

meet long-term strategic and short-term tactical business needs

Qualifications:

• MS/Ph.D. in computer science, machine learning, statistics, economics, applied mathematics,
  
  

Physics, agronomy/climatology, or other scientific or computational disciplines

• 4+ years of industry experience building advanced analytics models and machine learning products across one or more areas of Predictive/Prescriptive Analytics, Natural Language Processing, Time Series Forecasting, Computer Vision and Image Processing
• Applied experience of various machine learning techniques (e.g., Neural Networks, Tree
  
  

based learning, Clustering etc.)

• Hands-on experience working on large data sets with expertise in data mining, predictive
  
  

modeling, statistical analysis

• Experience with distributed systems such as Hadoop/MapReduce, Spark, etc. and
  
  

modeling on cloud platforms (AWS/Azure/GCP)

• Fluency with at least one of the modern distributed ML frameworks such as TensorFlow,
  
  

PyTorch, Keras, H2O etc.

• Demonstrated expertise in SQL and one or more languages commonly used in data
  
  

analytics (Python, R, Java, Scala etc.). Python/R/Scala proficiency is strongly preferred

• Experience with packages such as NumPy, SciPy, pandas, scikit-learn, dplyr etc.
• Passionate about data driven story telling using visualization tools like Tableau,
  
  

Power BI, Looker etc.

• Demonstrated experience building and deploying production ready machine learning
  
  

models

• Comfortable with multi-tasking in a fast paced and fun environment
  
  

Preferred Qualifications:

• Hands on experience working with large data sets (Spark, Hadoop, Hive, Redshift, etc.)
• Experience articulating business questions and using mathematical techniques to arrive at an answer using available data
• Additional experience in one or more core analytic methods, such as predictive modeling,
  
  

customer segmentation/clustering, voice of customer applications, personalization,

image recognition, supply chain optimization etc.

• Good understanding of data privacy, GDPR and best practices around data encryption
• Working knowledge of DevOps model, automated workflows, associated CI/CD
  
  

components and containers (git, Jenkins, Docker, Kubernetes etc.)

• Well-versed in articulating business questions and using mathematical techniques to arrive at an answer using available data
• Project management experience managing vendors and system integrators to lead data
  
  

engagements and drive adoption

At FMC, diversity and inclusion are in our DNA. We are proud to be an Equal Opportunity Employer with a commitment to creating an inclusive workplace where all employees can thrive – regardless of race, gender, sex, pregnancy, gender identity and/or expression, sexual orientation, national origin or ancestry, citizenship status, color, age, religion or religious creed, physical or mental disability, medical condition, genetic information, marital status, military or veteran status, or any other basis protected by federal, state or local law.

FMC also supports employee participation in company employee resource groups that celebrate the diverse backgrounds of our workforce by providing communities for employees to connect with each other and raise awareness throughout FMC. FMC complies with federal and state disability laws and makes reasonable accommodations for applicants and employees with disabilities. If reasonable accommodation is needed to participate in the job application or interview process, please contact our Talent Acquisition department .