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Data Scientist
1 month ago
We’re living and working in the midst of a digital revolution, and the demand for optimized technology practices has never been more critical for businesses. At Entech, it’s our mission to help companies navigate the changing environment and accelerate digital realization through the power of solutions, services, and product platforms. With comprehensive end-to-end offerings, we advise, engineer, and manage, ensuring our clients proactively drive toward success in this ever-evolving digital landscape.
Our team is growing, and we’re searching for a Data Scientist who is a creative problem-solver with their fingertips on the latest industry practices to help our clients achieve digital realization. You’ll join a group of industry veterans and digital natives, blending the power of tried-and-true methods with cutting-edge technologies. We prioritize authentic partnerships in a collaborative environment, and we’re excited to welcome a Data Scientist who is eager to bring their expertise to our team.
Responsibilities:
- Builds model development and deployment pipelines. Knowledgeable in end-to-end data and model pipeline deployment and automation technologies.
- Integrates and optimizes existing complex data and model pipelines in a production environment. Identifies and diagnoses data inconsistencies and errors, documents assumptions, and forages to fill data gaps. Applies expert knowledge of experimental methodologies, statistics, optimization, probability theory, and machine learning concepts to create self-running artificial intelligence (AI) systems to automate predictive models.
- Partners with data science team to review model ready dataset document/feature documentation. Develops data model design and document and reviews for completeness with data science team.
- Partners with data science team to understand data requirements, performs data discovery for model development. Performs detailed analysis of raw data sources for data quality, applies business context, and model development needs. Drives efficiency using data discovery tools.
- Writes model monitoring scripts as needed. Diagnoses root causes based on model monitoring alerts and triages issues. Coordinates and plans response to model monitoring alerts and resolves issues.
Job Requirements
- MS or equivalent in Statistics, Applied Math, OR, Economics, or a related quantitative field; or, BS + 3 yrs experience
- A passion for driving important decisions using data and data storytelling
- Excellent understanding of machine learning
- Solid programming skills with Python, Pytorch
- Must have 2+ years of industry experience with a corporate
- At ease with ML Ecosystem for Python (pandas, SciKit-learn, TensorFlow, NLP…)
- Experience in AWS (SageMaker), Data engineering, Spark, Machine learning ops
- Know how to translate a business problem into a model and an algorithmic strategy
- Excellent communication, organization, interpersonal and presentation skills
- Demonstrated self-direction. Willingness to both teach others and learn new techniques
- Advanced knowledge, skills, and abilities in creating, developing, and applying a variety of machine learning and statistical algorithms
- Effective written and verbal communication skills
Company Benefits
Health, Dental, Vision, 401(k), 25 days of Paid Time Off (PTO)
Additionally
Entech is an equal-opportunity employer.
This is an On-site Hybrid work schedule based out of our Malvern, PA Office
No Third-party candidates will be accepted, this is strictly a direct employment opportunity with Entech.
