Data Engineer Analyst I

Job Description

Strength Through Diversity

Ground breaking science. Advancing medicine. Healing made personal.

Clinical Innovation 

Req # 2513058


Data Engineer Analyst I 

 
Roles & Responsibilities:

The “Data Engineer Analyst I” will work on developing and maintaining batch and streaming machine learning pipeline for  accelerating translational research and improving clinical care. This individual demonstrates sound understanding of the software engineering, technical data manipulation, health care data and big data analytics skills and impact the patient community of the Mount Sinai Health System.

 

Duties and Responsibilities

  • Creates machine learning pipeline using big-data technology stacks 
  • Works on Python, Apache Spark, Kafka, MongoDB, and Machine Learning
  • Works on developing and maintaining operational machine learning software
  • Develops prototypes and proof of concepts for the selected use cases, and implementing complex machine learning pipeline
  • Identifies necessary data, data sources and methodologies.
  • Translates prototype of machine learning solution into  operational  software
  • Develops productionalizable software following standard practice, like, software testing, documentation and QA
  • Identifies and addresses expected and unforeseen data complexities to mitigate their impact on the analytic outcome and associated business decisions.
  • Works to improve data quality where possible within created machine learning models.
  • Feeds data quality issues back to IT or identified data stewards to facilitate creation of high quality metrics.

  

Requirements:
Basic Qualification
  • Masters degree minimum, in a relevant field of study (e.g. Computer Science , Information Systems, Physics, Statistics); PhD degree preferred.
  • Proficient with at least 1 programming languages among Scala/Python/Java/C/C++. Must be flexible and fast to pick up new languages.
  • Basic knowledge  of Big Data Technology Stacks like Apache Spark, Apache Kafka, NoSQL, and Machine Learning.
  • Basic Knowledge of Supervised and Un-supervised Learning
  • Knowledge of deploying and maintain the Machine Learning Software in production environment

Preferred Qualification

  • Hands-on experiences on Apache Spark, Kafka, MongoDB, Apache Nifi  and other big data technology stacks and streaming tools.
  • Familiarity with and the ability to leverage a wide variety of open source technologies and tools
  • Knowledge of cloud architecture and implementation on Azure or AWS is a big plus
  • Advanced Knowledge of Machine Learning

 
Strength Through Diversity

The Mount Sinai Health System believes that diversity and inclusion is a driver for excellence. We share a common devotion to delivering exceptional patient care. Yet we’re as diverse as the city we call home- culturally, ethically, in outlook and lifestyle. When you join us, you become a part of Mount Sinai’s unrivaled record of achievement, education and advancement as we revolutionize healthcare delivery together.
 
We work hard to recruit and retain the best people, and to create a welcoming, nurturing work environment where you have the opportunity and support to develop professionally. We share the belief that all employees, regardless of job title or expertise, have an impact on quality patient care. 

Explore more about this opportunity and how you can help us write a new chapter in our story! 

Who We Are

Over 38,000 employees strong, the mission of the Mount Sinai Health System is to provide compassionate patient care with seamless coordination and to advance medicine through unrivaled education, research, and outreach in the many diverse communities we serve.
 
Formed in September 2013, The Mount Sinai Health System combines the excellence of the Icahn School of Medicine at Mount Sinai with seven premier hospitals, including Mount Sinai Beth Israel, Mount Sinai Brooklyn, The Mount Sinai Hospital, Mount Sinai Queens, Mount Sinai West (formerly Mount Sinai Roosevelt), Mount Sinai St. Luke’s, and New York Eye and Ear Infirmary of Mount Sinai.
 
The Mount Sinai Health System is an equal opportunity employer. We promote recognition and respect for individual and cultural differences, and we work to make our employees feel valued and appreciated, whatever their race, gender, background, or sexual orientation. 

EOE Minorities/Women/Disabled/Veterans

 

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