Lead AI/Machine Learning Engineer
Company: Change Healthcare
Location: La Jolla
Posted on: May 15, 2022
|
|
Job Description:
Title: Lead AI/Machine Learning EngineerOverview of PositionThe
Artificial Intelligence, Lead Machine Learning (AI / ML) Engineer
will be responsible for building Artificial Intelligence, Machine
Learning, and Data Science Platform and Solutions for Change
Healthcare. You will enjoy working with a highly talented and
diverse team of data scientists and engineers specializing in deep
learning, active learning, and classical machine learning on one of
the richest data sets in US healthcare. You'll be equipped with
nearly limitless cloud computing resources and be expected to
deliver business impact through the implementation of a state of
art Voicebots or Conversational Agents in addition to building and
contributing to the AI platforms.The ideal candidate will have a
strong background in Machine Learning with Python, have experience
in building Chatbots, Conversational Agents and Voicebots, have
experience working with large data sets, and have experience in
building and deploying data-driven solutions. You are focused on
results, a self-starter, able to put the team-first, and have
demonstrated success in using data science to develop and deploy
solutions with a focus on impact.What will be my duties and
responsibilities in this job?Work with AI team leaders, product,
peer engineering teams, build the vision, strategy, and technical
roadmap of AI platform and Conversational AI solutions to drive
major impact to our business.Build the state of art AI platform,
continuously adopting the latest large community backed opensource
functional components and with customization to support Healthcare
AI solutions. Ensure engineering design are guided by high
performance, scalability, security, following the strict healthcare
policy compliance, with low cost.Innovate to build the healthcare
AI platform, including Conversational AI Platform and providing
services for internal solutions and external customers.Agile
through experimentation, prototyping, and solid execution.Define
and track key success metrics for the AI PlatformsWork with
management to prioritize business and AI platform needsShare with
management and peers on potential new improvement
opportunitiesIntegrate the AI platforms with existing and evolving
data platformsBuild the AI platform in cloud environment and stay
current with the industry best open source developmentEngage
directly on all aspects of building the platform - including
infrastructure (Compute, Storage, Networking), data ingestion
(batch and streaming), ETL, AI libraries, inference engine, offline
training pipeline, orchestration, operation and optimization.What
are the requirements needed for this position?BS or MS in Computer
Science, Computer/Electrical Engineering, or closely related
software engineering field.An excellent track record (10+ years) of
delivering AI platforms and solution products, including core AI
platform, conversational AI platform, and AI solutions for
enterprises. Work experience in Conversational AI, Machine Learning
NLP, Dialog Management, including new and emerging technologies in
Machine Learning/Deep Learning, AI, and big dataProven knowledge of
Voicebots, ChatBot and experience utilizing frameworks like RASA,
AWS Lex, Cortana, API.ai, wit.ai, or equivalentsExtensive hands-on
experience (10+ years) in building software and AI
platform/solutions, able to translate business requirements into
clean/logical design, strong skills in coding, design and code
review, sprint management, DevOps; able to deliver under
pressure.Strong leadership and teamwork skills, able to lead by
principles, and use your technical and people skills to help team
members to perform, deliver, and grow. Foster an open, respectful,
collaborative culture. Bias to action, customer-obsessed, always
willing to go extra miles to meet customers' needs.A strategic
thinker and planner who can help craft plans to multiple
stakeholders. can lead change, operate effectively within a dynamic
organization.Strengths in meeting objectives through influence,
facilitation and team buildingAbility to develop and maintain
effective relationships with key product partners and your
engineering peersTechnical expertise in data and AI: strong
knowledge in AI platform building, AI solution building with AI
data scientists, A/B testing, POC, Agile process.Experience with
AWS Storage/Compute/DB, Kubernetes, Spark, Docker, Flint, Kafka,
Kubeflow, TF Serving, TensorFlow, Pytorch, Spark MLib,
Scikit-learn, Apache MXNet, Jupyter, Splunk, Grafana, Cloud Watch,
etc.Excellent communication skills: ability to translate robust
analytics and metrics into simple to understand takeaways and
present findings to management and business partnersA great
collaborator who can work across operating styles and can bring
together multiple perspectives, able to handle conflicts with best
interests of company and customers in mindExperience in healthcare
and financial payment systems development is a plus#li-remoteJoin
our team today where we are creating a better coordinated,
increasingly collaborative, and more efficient healthcare system!
COVID MandateAs a federal contractor, Change Healthcare is adhering
to the Executive Order which mandates vaccination. As such, we are
requiring all U.S. new hires and employees to show proof of being
fully vaccinated for COVID-19 or receive an approved accommodation
by their date of hire, as a condition of employment. As we continue
to navigate the ever-changing COVID-19 pandemic, we remain
committed to doing our part to ensure the health, safety, and
well-being of our team members and our communities. Proof of
vaccination or accommodations requests will be collected once an
offer is accepted with Change Healthcare. All accommodation
requests will be carefully considered but are not guaranteed to be
approved. Equal Opportunity/Affirmative Action Statement Change
Healthcare is an equal opportunity employer. All qualified
applicants will receive consideration for employment without regard
to race, color, religion, age, sex, sexual orientation, gender
identity, genetic information, national origin, disability, or
veteran status. To read more about employment discrimination
protections under federal law, read EEO is the Law at
https://www.eeoc.gov/employers/eeo-law-poster and the supplemental
information at
https://www.dol.gov/ofccp/regs/compliance/posters/pdf/OFCCP_EEO_Supplement_Final_JRF_QA_508c.pdf.If
you need a reasonable accommodation to assist with your application
for employment, please contact us by sending an email to
applyaccommodations@changehealthcare.com with "Applicant requesting
reasonable accommodation" as the subject. Resumes or CVs submitted
to this email box will not be accepted.Click here
https://www.dol.gov/ofccp/pdf/pay-transp_%20English_formattedESQA508c.pdf
to view our pay transparency nondiscrimination policy.California
(US) Residents: By submitting an application to Change Healthcare
for consideration of any employment opportunity, you acknowledge
that you have read and understood Change Healthcare's Privacy
Notice to California Job Applicants Regarding the Collection of
Personal Information.Change Healthcare maintains a drug free
workplace and conducts pre-employment drug-testing, where
applicable, in accordance with federal, state and local laws.
Keywords: Change Healthcare, San Diego , Lead AI/Machine Learning Engineer, Engineering , La Jolla, California
Click
here to apply!
|