Data Scientist I: ML, Modeling & Insights

Early Warning Services LLC; New York (NY); Ibrido; USD 116.000 - 149.000; Tempo pieno

Vantaggi offerti da questo lavoro

Healthcare

401(k)

PTO

Parental Leave

Maven Benefit

Descrizione del lavoro

Early Warning Services LLC is seeking a data science professional to join our team in delivering machine learning solutions across the business. You will understand problems, explore data, build and validate models, and deploy them to generate measurable results while monitoring performance and drift.

Responsibilities include producing reports, developing analysis code, feature engineering, and collaborating with Product and Engineering to translate insights into value. Hybrid work is available.

Competenze

• Bachelor's degree in Engineering, Mathematics, Statistics, Computer Science, Operational Research or related field.
• Minimum 2 years data science, engineering, mathematics, or related work/ intern/ course experience is required with Bachelor's degree or Master's degree without experience (or some internship).
• Able to write Model development technical documents.
• Willingness to troubleshoot system/data issues hindering analytics environment functionality.
• Experience using data visualization tools.
• Able to write production level code, which is well-written and explainable.
• SAS, Python, SQL or R programming training or experience.
• Experience applying various machine learning techniques and understanding the key parameters that affect their performance.
• Ability to effectively communicate findings from complex analyses to non-technical audiences.

Mansioni

• Produces standard and ad hoc analytic reports.
• Assists with developing, testing, and documenting open-source codes for data analysis and modeling.
• Performs data analysis tasks, which include programming data transformations, interpreting results and investigating root causes.
• Participates in the creation of Internal model validation procedures, supporting external Model Validations, and performing regular model validation as part of the Model Risk Management program.
• Explore and aggregate data independently to uncover data anomalies that impact algorithm performance
• End to end feature engineering - brainstorm, create, validate, down-select, etc.
• Write production level code in a dynamic, fast paced environment
• Apply of a variety of machine learning techniques to a business problem to arrive at optimal approach
• Partner with Product and Engineering teams to solve problems and identify trends and opportunities
• Partnering with Sales and Products to perform Customer Value tests to support the company's business development efforts for current and future Models.
• Explain and visualize results and algorithm performance to non-technical audiences
• Support the company's commitment to protect the integrity and confidentiality of systems and data.

Conoscenze

Python

SQL

R

SAS

Data Visualization

Machine Learning

Model Validation

Production Code

Communication

Team Collaboration

Formazione

Bachelor's Degree in Engineering, Mathematics, Statistics, Computer Science, Operational Research or related field

Master's degree (preferred)

Strumenti

scikit-learn

pandas

SQL

Descrizione del lavoro

Early Warning Services LLC is seeking a data science professional to join our team in delivering machine learning solutions across the business. You will understand problems, explore data, build and validate models, and deploy them to generate measurable results while monitoring performance and drift.

Responsibilities include producing reports, developing analysis code, feature engineering, and collaborating with Product and Engineering to translate insights into value. Hybrid work is available.