Job details

Data Scientist

We are looking for a professional passionate about Data Science who can translate business challenges into innovative technical solutions. The ideal candidate will have solid experience in AWS and MLOps, with specific expertise in Champion-Challenger architecture and leveraging Amazon Q for advanced machine learning workflows.

Strong analytical skills, a focus on automating machine learning processes, and the ability to ensure the performance and scalability of models in production are essential. Their ability to work in agile environments and effectively communicate with both technical and non-technical teams will be critical for success in this role.

Duties and responsibilities

Define and manage the datasets required for implementing machine learning models.
Design, develop, and deploy analytical models aligned with the company's needs.
Provide maintenance and support for current models, ensuring their accuracy and relevance.
Automate the training of models using efficient pipelines.
Automate the deployment of models across multiple environments using MLOps best practices, including Champion-Challenger architecture to test and evaluate model performance.
Implement Champion-Challenger MLOps workflows to ensure seamless transitions between experimental and production-ready models.
Leverage Amazon Q for advanced machine learning solutions, scaling, and experimentation.
Document developed models and associated processes to ensure reproducibility and scalability.
Monitor and ensure the optimal performance of models in production environments.

Information Security Responsibilities

Read, acknowledge and comply with Viamericas Staff Information Security Policy via the Information Security training portal. This should be done within 30 days of hire and repeated annually.
Attend periodic Information Security training provided by Viamericas’.
Report any event that might be an Information Security Incident: clicked on a malicious link, downloaded and opened a suspicious file, etc.

Qualifications

Bachelor’s degree in Systems Engineering, Statistics, Computer Science, or related fields.
Minimum 3 years of experience as a Data Scientist or in related roles.
Bilingual in English and Spanish is required.
Strong expertise in relational and non-relational databases.
Advanced knowledge of SQL, Python, MLOps, and AWS services, including SageMaker, Lambda, Step Functions, S3, Redshift, and Amazon Q.
Proven experience in designing, training, maintaining, and deploying machine learning models.
Expertise in Champion-Challenger MLOps architecture, A/B testing, and leveraging Amazon Q for enhanced model management.
Familiarity with agile methodologies.
Experience with data visualization tools like Tableau or QuickSight is desirable.
Proven experience in implementing models in production and building MLOps pipelines, particularly Champion-Challenger workflows.
Experience using Amazon Q for model scaling and advanced analytics.
Experience collaborating in multidisciplinary teams to solve complex challenges.

Working Conditions

General office working conditions, with a hybrid work schedule.

Viamericas Glassdoor Company Review

4.3

Viamericas DE&I Review

4.3

CEO of Viamericas

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Average salary estimate

$70000 / YEARLY (est.)

min

max

$60000K

$80000K

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What You Should Know About Data Scientist, Viamericas

Join Viamericas as a passionate Data Scientist in beautiful Medellin, Antioquia! We're on the hunt for a talented professional who loves diving into data and translating complex business challenges into innovative technical solutions. In this role, you'll leverage your solid experience in AWS and MLOps, along with your specific expertise in Champion-Challenger architecture and Amazon Q, to build advanced machine learning workflows. We need someone who thrives in agile environments, can automate machine learning processes, and ensure models perform optimally in production. You'll get to define and manage datasets for machine learning models, design and deploy analytical models, and automate their training using efficient pipelines. Your analytical skills will shine as you maintain the accuracy and relevance of our existing models and monitor their performance. Effective communication with both technical and non-technical teams is essential for your success here. Are you ready to take on the challenge and make a real impact at Viamericas? If you have a Bachelor’s degree in Systems Engineering, Statistics, or a related field, and a minimum of 3 years of experience as a Data Scientist, apply today and let's make waves in the world of data science together!

Frequently Asked Questions (FAQs) for Data Scientist Role at Viamericas

What are the main responsibilities of a Data Scientist at Viamericas?

As a Data Scientist at Viamericas, your primary responsibilities will include defining and managing datasets for machine learning models, designing and deploying analytical models that align with our business needs, and ensuring their maintenance and support. You'll also automate the training of models and implement Champion-Challenger MLOps workflows to manage model performance effectively.