Data Scientist II- Pulmonary

Mount Sinai Health System
United States
2 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Experienced
Experience required
2 years minimum
Compensation
$120,000 - $180,060
Working hours
Regular working hours

Tech stack

Agile Methodology Amazon Web Services Data Analysis Computer Vision Microsoft Azure Big Data Bioinformatics Computational Biology Databases Data Cleansing Data Systems Data Visualization
+16 more
Apache Hadoop Python (Programming Language) Natural Language Processing NoSQL Software Engineering SQL Databases Graphics Processing Unit (GPU) Google Cloud Cloud Platform System Feature Engineering Apache Spark Model Validation Git Information Technology Data Analytics Software Version Control

Job description

As a Data Scientist II, work closely with clinical leads and product sponsors to deliver an ML project from beginning to end, including designing, developing, testing the data solutions, and independently conducting silent and active pilot runs

Requirements

  • Master’s or Ph.D. degree in a quantitative discipline (e.g., Statistics, Operations Research, Bioinformatics, Economics, Computational Biology, Computer Science, Information Technology, Mathematics, Physics) or equivalent practical experience
  • 4+ years of work experience in data science, software engineering, or data analysis
  • 2+ years of hands-on experience with Scala and Python, including documentation for reproducibility
  • 2+ years of hands-on experience with database languages (e.g., SQL, NoSQL)
  • Strong knowledge of data preprocessing, feature engineering, and model evaluation techniques
  • Applied experience in ML fields, such as natural language processing, computer vision, and statistical learning theory
  • Experience handling terabyte-sized datasets, exploring data to discover hidden patterns, using data visualization tools, and leveraging GPUs for model development
  • Proficiency in articulating technical concepts to diverse audiences, both technical and non-technical, and delivering data-driven presentations.
  • Experience with cloud computing platforms (e.g., AWS, Azure, GCP)
  • Experience with version control systems (e.g., Git)
  • Knowledge of big data technologies (e.g., Hadoop, Spark)
  • Self-motivated with a demonstrated ability to work independently, and to exercise independent judgment in developing complex techniques or programs in a dynamic environment., * Publications or presentations in recognized journals or conferences
  • Deep technical skills, 2+ years of experience in running active pilot and business savvy to interface with product owner and users working group
  • Deep knowledge and hands-on experience in agile project management

Benefits & conditions

The Mount Sinai Health System (MSHS) provides salary ranges that comply with the New York City Law on Salary Transparency in Job Advertisements. The salary range for the role is $120,000.00 - $180,060.00 Annually. Actual salaries depend on a variety of factors, including experience, education, and operational need. The salary range or contractual rate listed does not include bonuses/incentive, differential pay or other forms of compensation or benefits.

Non-Bargaining Unit, 034 - Pulmonary MSH - ISM, Icahn School of Medicine

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