Geospatial AI/Machine Learning Engineer (STRICTLY OUR W2!!! Do NOT respond if you're looking for C2C)
Posted 5 days ago by 1756449034
Negotiable
Outside
Hybrid
USA
Summary: The role is for a Geospatial AI/Machine Learning Engineer at John Deere, focusing on advancing automation and autonomy technologies for off-board vehicle systems. The position requires collaboration with a team to leverage advanced methodologies and tools for analytics and model development. Candidates at various career stages are encouraged to apply, provided they demonstrate significant achievements in complex environments. The role is remote or hybrid, with a preference for candidates who can work on a W2 basis only.
Key Responsibilities:
- Collaborate with a team to develop intelligent, automated equipment for agricultural professionals.
- Leverage advanced methodologies and tools for analytics and model development using large datasets.
- Develop and deploy machine learning solutions from concept to production.
- Build production workflows involving diverse data sources and real-time dashboards.
- Communicate progress and insights to stakeholders and lead Agile delivery teams.
- Define and analyze key performance metrics to support successful outcomes.
Key Skills:
- Excellent coding skills and experience in production software deployment.
- Data engineering, machine learning modeling, and decision science expertise.
- Experience with MLOps workflows and tools like AWS, Databricks.
- Ability to debug complex hardware and software systems.
- Strong communication and leadership skills, influencing without authority.
- Advanced technical degree (Ph.D. preferred) and experience publishing research.
Salary (Rate): £70/hr
City: undetermined
Country: USA
Working Arrangements: hybrid
IR35 Status: outside IR35
Seniority Level: undetermined
Industry: IT
InfoWeb has the following requirement for our direct client, John Deere.
*** Absolutely NO Corp to Corp! ***
*** Absolutely NO Corp to Corp! ***
*** Absolutely NO Corp to Corp! ***
We sponsor H1s!!!
Location: REMOTE or onsite in Austin, TX, Urbandale, IA or Champaign, IL
Duration: 1+ year to LONG term!
Rate: up to $70/hr on OUR W2
John Deere's Intelligent Services Group (ISG) is seeking a highly skilled Artificial Intelligence/Machine Learning Engineer, Computer Vision or NLP scientist, or Big Data Specialist to advance automation and autonomy technologies for sophisticated off-board vehicle instrumentation and controls systems, as well as associated monitoring platforms. In this position, you will collaborate with an innovative team leveraging advanced methodologies and tools, including petabyte-scale datasets, to perform cutting-edge analytics and model development. Your expertise will play a significant role in driving the development of intelligent, automated equipment and enhancing decision-making capabilities for agricultural professionals.
We welcome applicants at both early and advanced stages of their careers who can demonstrate significant, independent achievements involving complex and innovative contributions within a dynamic delivery environment. Concise (single page) resumes with no cover letter that speak to the attributes below are given priority consideration.
Noteworthy examples or experiences that distinguish you include:
Technical: Excellent coding skills that include production software deployment
Data engineering, ML modeling, & decision science with terabyte or petabyte level data sources
Experience (concept to production) developing and deploying novel machine learning solutions
MLOps workflows with tools like AWS services (IAM, Lambda, S3, MLflow), Databricks, or related.
Building productionized workflows involving large and disparate data sources (e.g. images, rasters, parquet, time-series, geo-tagged, text, and other unstructured data)
Building real-time & interactive dashboards involving spatiotemporal/GIS visualization tools (e.g. Folium, Plotly), and labeling systems like SuperAnnotate, Labelbox, Voxel51.
Debugging complex hardware & software systems, and associated data issues
Communication & Leadership: Influencing without authority, building rapport, persuading key collaborators, communicating progress/recommendations/methods/insights to stakeholders (e.g. product & delivery managers)
Scoping work & setting priorities, leading brainstorming sessions & proof of concept studies, organizing teams in an Agile style delivery environment & executing with consistency
Define, quantify, and analyze key performance and customer value Indicators/metrics to support successful outcomes. Education & Invention:
Advanced technical degree (Ph.D. or equivalent experience preferred)
Publishing novel research in journals and conferences
Patents (including delivery of patented solution)
InfoWeb is strongly committed to supporting diversity and inclusiveness in the workplace as well as in our recruiting practices.
Thanks!
Mary
Mary Loney Bichell
InfoWeb Systems, Inc.
Dubuque, IA