Machine Learning Engineer
Company: University of Denver
Location: Des Moines
Posted on: March 18, 2023
Job Description:
Job detailsJob TypeFull-timeFull Job DescriptionEMPLOYEE
STATUSRegularSCHEDULEFullTimeJOB TYPEEntry LevelEDUCATIONBachelor's
DegreeADDITIONAL LOCATIONSIndianapolis, IN, USDescriptionCorteva
Agriscience--- has a rich history of scientific discovery that has
enabled countless innovations. We're looking for more people, in
more places, to collaborate with us to create a market-shaping,
agriculture company with leading positions in seed technologies,
crop protection and digital agriculture.Systems Design and
Optimization team is looking for a highly motivated,
result-oriented AI/ML Engineer to join the team. Our team pursues
research & development in the areas of machine learning (ML) with a
particular focus on optimization, planning, recommendation systems,
reinforcement learning (RL) and deep learning (DL).This role will
be involved in design of end-to-end pipelines and must be
comfortable working with all the technologies required to take a
new feature from idea all the way to production - define, build,
test and deploy new functionality for various applications and
solutions. This position will work with researchers across data
science team to build scalable and distributed research
pipelines.Candidates will need strong communication skills to work
with a diverse set of partners and customers to determine the right
solutions for the problems. They will learn Ag industry and custom
tools/infrastructure to build these solutions.Technical Skills
Required:
- BS, MS, or PhD in Computer Science and/or demonstrated
substantial expertise in machine learning and explainable
artificial intelligence.
- Practical background building machine learning and artificial
intelligence (AI/ML) solutions.
- In-depth expertise in deep learning (DL), statistical machine
learning (ML), reinforcement learning (RL), and Multi-agent
distributed reinforcement learning
- Understanding the math of machine learning: optimization
methods, common types of models and layers, etc.
- Familiar with one or more main-stream machine learning
platforms (e.g., scikit-learn, TensorFlow, and PyTorch)
- Ability to train and debug deep learning systems: Define
metrics and datasets, performing error analysis, training models in
a modern DL framework
- Excellent programming skills in Python, expertise in C/C++ is a
plus
- Experience deploying end-to-end ML models to production
- hands-on software development experience is a plus
- Experience integrating solutions with other applications and
platforms outside the framework
- Advanced understanding of relational database design and theory
is a plus
- Experience in full stack web development with both frontend
(e.g., React, and D3.js) and backend (e.g., Flask, Django)
- Experience in human-in-the-loop and human-AI teaming research
methods
- Experience with Docker, and Kubernetes
- "Big Data" solutions such as Spark, and Kafka
- Comfortable with remote work and distributed team
- Excellent written and oral communication skills
- Experience working in an Agile software development
environmentQualificationsOther responsibilities:
- Creates technical documentation
- Develops and executes self-documenting automated unit tests as
well as manual exploratory testing efforts
- Participates in the design and development of the API and
messaging frameworks with one or more applications.
- Works in compliance with all coding standards, policies, and
procedures.
- Adheres to production readiness standards for applications
including source control branching/merging, automated test
coverage, automated builds, and automated releases
- Integrates solutions with other applications and platforms
outside the framework.
- Participate in code reviews for quality assurance.
- Provides ongoing maintenance of applications, may assist in
production support.
- Cloud infrastructure and engineering to support the AI/ML
implementationLet's peek at how you can grow your wellbeing,
health, and future at Corteva!
- Strike a better work-life balance with robust time off benefits
including paid maternity, paternal, and family illness leave
- Prepare for your future with our competitive retirement savings
plan, tuition reimbursement program, and more
- Enjoy access to health benefits for you and your family on your
first day of employment
- And much, much more!Check out life at Corteva!
-https://www.linkedin.com/company/corteva/lifeReady to grow your
perspectives, impact and career? Start by applying to this
opportunity today!Salary RangeThe salary range for this position is
$107,000 - $148,000 yearly. This reflects a reasonable estimate of
the targeted base salary for this role. This role is also eligible
for an annual bonus. Based on factors such as geographic location
and candidate qualifications, actual base pay is determined when an
employment offer is made. In addition, this position includes
benefits where you can learn more here.#GrowWhatMattersCorteva
Agriscience--- is an equal opportunity employer. We are committed
to boldly embracing the power of inclusion, diversity, and equity
to enrich the lives of our employees and strengthen the performance
of our company, while advancing equity in agriculture. Qualified
applicants will be considered without regard to race, color,
religion, creed, sex, sexual orientation, gender identity, marital
status, national origin, age, veteran status, disability or any
other protected class. Discrimination, harassment and retaliation
are inconsistent with our values and will not be tolerated. If you
require a reasonable accommodation to search or apply for a
position, please visit:
- Accessibility Page for Contact Information
- For US Applicants: See the 'Equal Employment Opportunity is the
Law' posterTo all recruitment agencies: Corteva does not accept
unsolicited third party resumes and is not responsible for any fees
related to unsolicited resumes.Career & Professional Development
Contact & LocationBurwell Center for Career Achievement
2190 E. Asbury Avenue
Denver, CO 80210
Keywords: University of Denver, Des Moines , Machine Learning Engineer, Engineering , Des Moines, Iowa
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