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Sr. ML Ops Engineer

Company: Change Healthcare
Location: Chattanooga
Posted on: November 22, 2021

Job Description:

Sr. Machine Learning (AI / ML) Ops Engineer The Artificial Intelligence, Machine Learning (AI / ML) Ops Engineer will be responsible for building Artificial Intelligence, Machine Learning, and Data Science Products and Solution for Change Healthcare. We're looking for engineers with a passion for Artificial Intelligence to help drive a new generation of data and machine learning enabled services and products to impact 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 compute resources and be expected to deliver business impact through implementation of a large pipeline of AI models.The ideal candidate will have a strong background in Python, 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.Position Responsibility:- Provide technical leadership and implementation for ML Ops to support our AI and machine learning goals- Modifies, implements, tests, and supports all product related technology and functionality, including software infrastructure in an AWS hosted environment- Demonstrates strong drive to learn and advocate for development best practices (TDD, code reviews, continuous integration, etc.)- Communicates proactively and effectively with team members and other product stakeholders in a highly Agile environment- Self-starter that will take tasks and accomplish them with little oversight according to timelines and budgets agreed upon with business and technology stakeholdersMinimum Qualifications:- You have 5+ years' experience working on applications of machine learning with strong to expert ability in Python as a primary languageCritical Skills:- Experience building automated processes that are supportable, monitored, and enterprise-scale- Extensive experience working in Devops role and is familiar with Dev ops tools such as Jenkins, CloudFormation etc- Experience working with and integrating services from popular ML packages such as Keras, TensorFlow, XGBoost, SciKit Learn- Above average capabilities with cloud computing techniques or tools such as S3, EC2, EMR, SageMaker, ECS, Lambda, IAM- SQL design and development skillsAdditional Knowledge & Skills:- Spark or Pyspark experience preferred- Experience building/consuming REST web services- Demonstrated initiative with learning new technologies- Exceptional interpersonal and communication skillsChange Healthcare (Nasdaq: CHC) occupies a uniquely interconnected position at the center of healthcare, serving providers, payers, and consumers by using Artificial Intelligence (AI) and machine learning (ML) to identify inefficiencies and drive them out of the administrative processes in the healthcare system and, as a result, reduce costs and improve outcomes.Title:-Sr.ML Ops EngineerOverview of PositionWe are seeking a world-class- Machine Learning Ops Engineer to build Artificial Intelligence/Machine Learning platforms and solutions for Change Healthcare, reporting to an AI Engineering Leader under the Office of the Chief AI Officer. -We're looking for engineers with a passion for artificial intelligence to help drive a new generation of data and machine learning-enabled services and products to impact the healthcare system.What will be my duties and responsibilities in this job?In this role, 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 with one of the richest data sets in US healthcare, nearly limitless cloud compute resources including Spark clusters and GPUs, and the ability to support a large pipeline of AI models directly into business impact.The ideal candidate will have a background in Python, have experience working with large data sets, and have experience in building Machine Learning Platforms, applying Machine Learning 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 are the requirements needed for this position?

  • Master's degree in Computer Sciences, or Mathematics OR Bachelor's degree in Computer Sciences, or Mathematics +6 years of equivalent work experience.
  • Expertise in rapidly deploying AI solutions to production on a DevOps-focused team
  • Expertise with building ML models and Data Pipelines at scale
  • Strong fluency in Python.-Python3 experience preferred
  • Spark or Pyspark experience preferred
  • Proficiency using Kubeflow, Airflow and other workflows
  • Ability to initiate and drive projects to completion with minimal guidance
  • The ability to communicate the results of analyses in a clear and effective manner
  • Preferred experience with tools such as SparkML/Kubernetes, some TensorFlow experience
  • Experience with large data sets and distributed computing (Spark)
  • Experience in AWS or GCP using tools such as EMR, S3, EC2, Deep Learning AMI's, SageMaker
  • Above-average capabilities with cloud computing techniques or tools such as S3, EC2, EMR, SageMaker, ECS, Docker, Gitlab CI, Python packaging, command-line executions and shell scripting
  • Knowledge of common data structures and ability to write efficient code in Python
  • Exceptional interpersonal and communication skills, including the ability to describe the logic and implications of a complex model to all types of partners (product managers, engineers, designers, senior executives)
  • Deep expertise in two or more areas: conversational interfaces, NLP, machine learning, artificial intelligence (AI), deep learning, enterprise search/question answering, speech-to-text, data analytics.
  • Proven knowledge of ChatBot and hands-on experience utilizing frameworks like AWS Lex, Cortana, API.ai, wit.ai, or equivalents
  • Knowledge and experience in the healthcare industry is a plus#li-remoteJoin our team today where we are creating a better coordinated, increasingly collaborative, and more efficient healthcare system!-Colorado Residents Only: The base pay range for Colorado residents is $0.00 - $0.00 plus any relevant incentive pay programs that may be aligned to the role. Pay is based on several factors including but not limited to education, work experience, certifications, etc. In addition to your base pay, Change Healthcare offers the following benefits for this position, subject to applicable eligibility requirements: Health, dental and vision plans; wellness program; health savings account; flexible spending accounts; 401(k) retirement plan; life insurance; short-term and long-term disability insurance; Employee Assistance Program; PTO; tuition reimbursement; and employee-paid critical illness and accident insurance.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 and the supplemental information at .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 -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 maintains a drug free workplace and conducts pre-employment drug-testing, where applicable, in accordance with federal, state and local laws.

Keywords: Change Healthcare, Chattanooga , Sr. ML Ops Engineer, Engineering , Chattanooga, Tennessee

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