Analytics Engineer - AI/ML - Telecommute
Company: UnitedHealth Group
Location: Miami
Posted on: June 25, 2022
Job Description:
Combine two of the fastest-growing fields on the planet with a
culture of performance, collaboration and opportunity and this is
what you get. Leading edge technology in an industry that is
improving the lives of millions. Here, innovation is not about
another gadget; it is about making health care data available
wherever and whenever people need it, safely and reliably. There is
no room for error. If you are looking for a better place to use
your passion and your desire to drive change, this is the place to
be. It's an opportunity to do your life's best work.(sm) - Optum
Payer Decision Intelligence is looking to expand and is seeking a
Sr. Data Scientist/ ML Engineer to join our team and help us reach
our goals of accurate and effortless payments of claims through
advanced analytics and machine learning. You should be an
exceptional disciplined and self-motivated Data Scientist with
Machine Learning, Anomaly Detection, and Data Engineering
experience and a passion for working with healthcare data. - You'll
enjoy the flexibility to telecommute* from anywhere within the U.S.
as you take on some tough challenges. - Primary
Responsibilities:
- Help us build out our MLOps system for tracking, maintaining,
interpreting, and retraining our production models
- Work alongside other data scientists and engineers to design
and implement our model performance tracking system which includes
detecting data drift and other anomalies through both simple and
advanced anomaly detection methods, maintaining data pipelines,
writing quality code, preparing interactive visualizations, and
writing documentation
- Conduct hands-on data analysis on large datasets -
- Effectively communicate complex technical results to business
partners
- Work with a great deal of autonomy to find solutions to complex
problems You'll be rewarded and recognized for your performance in
an environment that will challenge you and give you clear direction
on what it takes to succeed in your role as well as provide
development for other roles you may be interested in. Required
Qualifications:
- BS, MS or PhD in Applied Mathematics, Physics, Computer
Science, Statistics or related technical field
- 3+ years of hands-on experience in data analysis and predictive
analytics with machine learning/statistical modeling
techniques
- Experience with wrangling large datasets with big data tools
such as Hadoop, Hive and Spark
- Experience in anomaly detection and time series analysis
methods
- Experience combining analytic methods with advanced data
visualizations using, for example, Tableau, Shiny or D3
- Expert level ability to breakdown and clearly define
problems
- Solid proficiency in advanced data science tools such as R,
Python, SQL, Spark and H2O Preferred Qualifications:
- Experience in modern MLOps practices
- Experience in building ETL pipelines incorporating Airflow,
Apache Beam or similar tools
- Experience in deploying ML solutions in one of the public cloud
infrastructures (e.g. AWS/Azure/GCP) -
- Experience with Docker, Kubernetes, or some other
containerization technology
- Solid ability to communicate highly technical results to a
diverse audience To protect the health and safety of our workforce,
patients and communities we serve, UnitedHealth Group and its
affiliate companies now require all employees to disclose COVID-19
vaccination status prior to beginning employment. In addition, some
roles require full COVID-19 vaccination as an essential job
function. UnitedHealth Group adheres to all federal, state and
local COVID-19 vaccination regulations as well as all client
COVID-19 vaccination requirements and will obtain the necessary
information from candidates prior to employment to ensure
compliance. Candidates must be able to perform all essential job
functions with or without reasonable accommodation. Failure to meet
the vaccination requirement may result in rescission of an
employment offer or termination of employment. Careers with Optum.
Here's the idea. We built an entire organization around one giant
objective; make health care work better for everyone. So when it
comes to how we use the world's large accumulation of
health-related information, or guide health and lifestyle choices
or manage pharmacy benefits for millions, our first goal is to leap
beyond the status quo and uncover new ways to serve. Optum, part of
the UnitedHealth Group family of businesses, brings together some
of the greatest minds and most advanced ideas on where health care
has to go in order to reach its fullest potential. For you, that
means working on high performance teams against sophisticated
challenges that matter. Optum, incredible ideas in one incredible
company and a singular opportunity to do your life's best work.(sm)
Colorado, Connecticut or Nevada Residents Only: The salary range
for Colorado residents is $82,100 to $146,900. The salary range for
Connecticut / Nevada residents is $90,500 to $161,600. Pay is based
on several factors including but not limited to education, work
experience, certifications, etc. In addition to your salary,
UnitedHealth Group offers benefits such as, a comprehensive
benefits package, incentive and recognition programs, equity stock
purchase and 401k contribution (all benefits are subject to
eligibility requirements). No matter where or when you begin a
career with UnitedHealth Group, you'll find a far-reaching choice
of benefits and incentives. *All Telecommuters will be required to
adhere to UnitedHealth Group's Telecommuter Policy. Diversity
creates a healthier atmosphere: UnitedHealth Group is an Equal
Employment Opportunity/Affirmative Action employer and all
qualified applicants will receive consideration for employment
without regard to race, color, religion, sex, age, national origin,
protected veteran status, disability status, sexual orientation,
gender identity or expression, marital status, genetic information,
or any other characteristic protected bylower 48 law. UnitedHealth
Group is a drug-free workplace. Candidates are required to pass a
drug test before beginning employment. Job Keywords: Sr. Data
Scientist, ML Engineer, data science, data scientist, Machine
Learning, data engineering, engineer, analytics, ETL, R, Python,
SQL, Spark, H2O, Hadoop, Hive, big data, Tableau, Shiny, D3, Azure,
AWS, Docker, Kubernetes, Remote, Telecommute, WFH, Work From Home,
WAH, Work At Home, #DICE
Keywords: UnitedHealth Group, Miami , Analytics Engineer - AI/ML - Telecommute, Engineering , Miami, Florida
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