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Machine Learning Solutions Architect

3 months, 1 week ago
Latin America
Full-time
Senior
Solutions Architect
Software Development
Apache Spark AWS Azure Databricks dbt Django Docker Flask GCP HDFS Java Kafka Keras Kubernetes Linux Microservices MLflow MySQL Oracle Python SageMaker SAP Scala Scikit-learn Snowflake Spring SQL TensorFlow
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phData

phData

phData specializes in providing comprehensive data engineering, data strategy, and machine learning services, offering end-to-end managed data solutions that facilitate data migrations, integrations, and the development of modern data products and appl...

IT Services
251-1K
View All Jobs 19

Description

  • Design and implement data solutions for model inference, retraining, monitoring, and related machine learning workflows.
  • Recommend the right technologies and solution design for each use case across the application layer and infrastructure.
  • Design environments that enable data scientists to build models and manipulate data.
  • Work within customer systems to extract data and prepare it for analytical use.
  • Learn and understand customer technology environments and systems.
  • Define model deployment approaches and supporting infrastructure for production use.
  • Collaborate with data scientists to transform data into actionable insights and deployable machine learning models.
  • Partner with data scientists to ensure solutions are deployable at scale and maintainable throughout the lifecycle.
  • Create operational testing strategies and validate models through QA, implementation, testing, and deployment.
  • Ensure the quality of the delivered product and support production readiness.

Requirements

  • At least 6 years of experience as a Machine Learning Engineer, Software Engineer, or Data Engineer.
  • Bachelor’s degree in Computer Science or a related field.
  • Experience deploying machine learning models in a production setting.
  • Expertise in Python, Scala, Java, or another modern programming language.
  • Ability to build and operate robust data pipelines using multiple data sources, programming languages, and toolsets.
  • Strong working knowledge of SQL and the ability to write, debug, and optimize distributed SQL queries.
  • Hands-on experience with big data ecosystem products such as Spark, Snowflake, or Databricks.
  • Familiarity with multiple data sources such as JMS, Kafka, RDBMS, DWH, MySQL, Oracle, or SAP.
  • Systems-level knowledge of network/cloud architecture, operating systems such as Linux, and storage systems such as AWS, Databricks, or Cloudera.
  • Production experience with core data technologies such as Spark, HDFS, Snowflake, Databricks, Redshift, or Amazon EMR.
  • Development experience with APIs and web server applications such as Flask, Django, or Spring.
  • Full software development lifecycle experience, including design, documentation, implementation, testing, and deployment.
  • Excellent communication and presentation skills, with prior experience working with internal or external customers.
  • Master’s or other advanced degree in data science or a related field is preferred.
  • Experience with ecosystem technologies such as Spark, Databricks, Snowflake, or AWS/Azure/GCP is preferred.
  • Relevant side projects, such as open-source contributions, are preferred.
  • Experience with data science and machine learning libraries such as h2o, TensorFlow, Keras, or scikit-learn is preferred.
  • Experience with Docker, Kubernetes, or other containerization technologies is preferred.
  • Experience with AWS SageMaker or Azure ML and MLflow is preferred.
  • Experience building enterprise machine learning models is preferred.

Benefits

  • Remote-first work environment.
  • Casual, award-winning small-business work environment.
  • Collaborative culture that values autonomy, creativity, and transparency.
  • Competitive compensation and excellent benefits.
  • Generous PTO plus 10 holidays.
  • Accelerated learning and professional development through advanced training and certifications.

Interested in this position?

Apply directly on the company website

Apply Now

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