Data Engineer and Machine Learning Specialist
hace 7 días
**About Us**
At West Monroe, we pride ourselves on bringing a different mindset to consulting—and that takes a different approach: highly collaborative, flexible, and tenacious.
We bring together diverse, multidisciplinary teams that use their expertise to develop and execute new ideas and ways of working. Our fast-paced culture and collaborative teams bring the energy and expertise needed to make an impact and deliver beyond expectations.
Our core values drive us forward: inclusion & diversity, growth through learning, teamwork, and business-led innovation.
**Job Description**
We are seeking a Data Engineer and Machine Learning Specialist to join our team in Costa Rica. As a key member of our data engineering and machine learning group, you will be responsible for designing, developing, optimizing and maintaining data architecture and pipelines that adhere to ETL principles and business goals using Azure Databricks and Azure Data Factory.
You will work closely with data engineers and architects to build data and model pipelines and troubleshoot issues. Additionally, you will monitor performance of machine learning ecosystem, and other integration solutions to determine cost and productivity levels, and to make recommendations for improving overall architecture.
**Responsibilities**
- Perform exploratory data analysis (processing, cleansing and validating data integrity) and feature engineering for machine learning models
- Develop, validate and implement machine learning models using Databricks
- Design, develop, optimize and maintain data architecture and pipelines that adhere to ETL principles and business goals using Azure Databricks and Azure Data Factory
- Collaborate with data engineers and architects to build data and model pipelines and troubleshoot issues
- Monitor performance of machine learning ecosystem, and other integration solutions to determine cost and productivity levels, and to make recommendations for improving overall architecture
- Present results of solutions in a clear manner
**Qualifications**
- Bachelor's degree in relevant field preferred, or equivalent experience required
- 3-6+ years of experience in data science with a focus on machine learning
- Minimum 2-3 years of experience with Databricks
- Proficiency in Python, SQL and Spark
- Knowledge of data cataloging and governance tools (e.g. Alation) is a plus
- Coding experience in contemporary back-end languages such as C#, Java, Python, Scala
- Strong communication skills and teamwork effectiveness in a fast-paced, corporate environment
**What We Offer**
- A competitive salary and benefits package
- Ongoing training and development opportunities
- The chance to work with a talented team of professionals
- A dynamic and supportive work environment
- The opportunity to make a real difference in the lives of our clients
West Monroe is an Equal Employment Opportunity Employer.
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