Senior Machine Learning Engineer
Company: EDWARD JONES
Location: Saint Charles
Posted on: May 15, 2022
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Job Description:
At Edward Jones, we help clients achieve their serious,
long-term financial goals by understanding their needs and
implementing tailored solutions. To ensure a personal client
experience, we have located our 15,000+ branch offices where our
more than 7 million clients live and work.In a typical branch
office, a financial advisor meets with clients and receives branch
office support, so they can focus on building deep relationships
with clients. Headquarters associates in St. Louis, Tempe and
Mississauga provide support and expertise to help U.S. and Canada
branch teams deliver an ideal client experience. We continue to
grow to meet the needs of long-term individual investors.At Edward
Jones we are developing a next-generation data architecture to
support our growing business. As part of the Data Management area,
you will be challenged daily to test, deploy, and manage Machine
Learning systems and tools to support Data Science use cases. In
addition, you will help build ML Ops processes to support the
development of ML pipelines and the production deployment of
models. The processes you help design and deploy will use DevOps
principles to enable rapid iteration. You will partner closely with
stakeholders like Data Scientists, Data Engineers, Quality
Assurance analysts and many others to produce high-quality ML
products.What you'll doDeploy and manage on-premise and cloud-based
Machine Learning toolsDevelop ML Ops processes to support training
and deployment of models based on DevOps and CI/CD
principlesPartner with Data Scientists to test, validate and deploy
Machine Learning and Optimization modelsExtend existing ML
Frameworks, API connectivity and libraries to meet user
needsEstablish processes by which models can be trained and
retrainedThis position is remote.Required qualifications:4+ years
of experience in an ML Engineer role or Software/Platform Engineer
or equivalent experienceExperience deploying ML platforms and tools
both on-premise and in the CloudBachelor's degree in Computer
Science, Information Systems or another applicable field Experience
building and optimizing ML pipelines using DevOps and CI/CD
principlesExperience training and validating ML pipelines based on
model output3+ years of experience using one or more of the
following platforms/technologies:Experience with Terraform and
Ansible for cloud deploymentsConnecting to Data Engineering ETL
solutions (CDC, Kafka, APIs, ELT)Advanced Analytic tools (Dataiku,
IBM CPLEX, etc.) or other analytic toolsCode repository and
notebook solutions (Git, Jupyter, etc.)Object-oriented/object
function scripting languages (R, Python, PyTorch, TensorFlow, Java,
Node.js)2021 FORTUNE 100 Best Companies to Work For - By Great
Place to Work - and FORTUNE Magazine - Edward Jones was named No.
20 on the list. From FORTUNE -2021 FORTUNE Media IP Limited. All
rights reserved. Used under license. FORTUNE and FORTUNE 100 Best
Companies to Work For are registered trademarks of Fortune Media IP
Limited and are used under license. FORTUNE and Fortune Media IP
Limited are not affiliated with, and do not endorse products or
services of, Edward Jones Investments.2021 Corporate Equality Index
- Edward Jones joins the ranks of 767 major U.S. businesses that
received top marks in the Foundation's 19th annual scorecard on
LGBTQ workplace equality.From The Human Rights Campaign. All Rights
Reserved2021 Training Top 100 list - Edward Jones ranked No. 19, up
six spots from last year in its 21st consecutive year on this
prestigious list.J.D. Power, 2021 - Edward Jones has ranked
"highest in Employee Advisor Satisfaction among Financial
Investment Firms" in the J.D. Power 2021 U.S. Financial Advisor
Satisfaction Study. Edward Jones received the highest score among
employee advisors in the J.D. Power 2007,2008, 2010, 2012-2015,
2017-2021 Financial Advisor Satisfaction Studies of employee
advisors' satisfaction among those who are employed by an
investment services firm. Visit jdpower.com/awards for more
information.Edward Jones does not discriminate on the basis of
race, color, gender, religion, national origin, age, disability,
sexual orientation, pregnancy, veteran status, genetic information
or any other basis prohibited by applicable law.At Edward Jones, we
value and respect our associates and their contributions, and we
recognize individual efforts through a rewards program that
promotes a long-term career, financial security and well-being.
Visit our career site to learn more about our total compensation
approach, which in addition to base salary, typically includes
benefits, bonuses and profit sharing. The salary range for this
role is based on national data and actual pay is based on skills,
experience, education, and other relevant factors for a potential
new associate:Salary: $106916 - $182047Category: Headquarters
Keywords: EDWARD JONES, Saint Charles , Senior Machine Learning Engineer, Engineering , Saint Charles, Missouri
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