SENIOR DEVOPS ENGINEER (MLOPS)

ESP

Details of the selected job

A Senior DevOps Engineer (MLOps) designs the data pipelines and engineering infrastructure to support our clients’ enterprise machine learning systems at scale. They also identify and evaluate new technologies to improve the performance, maintainability, and reliability of the final systems. For this role, it is important to communicate with other departments to build requirements and track progress.

Requirements:

Advanced Academic Degree in Statistics, Operations Research, Computer Science, Mathematics, Machine Learning, or related field.
Experience in at least 4 of the following deployment of machine learning and statistical models on a cloud: MLOps within the enterprise CI/CD process for ML models. Experience deploying ML APIs in production environments in GCP using GKE. Experience in using GCP Vertex AI for ML and BigQuery. Knowledge of Terraform and Containers technologies. Experience writing data processing jobs using GCP Dataflow and Dataproc. Experience setting up ML model monitoring and autoscaling for ML prediction jobs. Understanding of machine learning concepts to scale ML across different services by leveraging Feature Store, Artifacts Registry, and Analytics Hub.
Knowledge of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and statistical concepts (regression, properties of distributions, statistical tests, etc.)
Proven ability to apply modeling and analytical skills to real-world problems.
Solid programming skills in at least 2 of the following languages R, SQL, Python, TensorFlow, PySpark, Java, JavaScript, or C++.

Benefits:

Birthday off
Vacations.

Job Functions:

Communicate with a team of data scientists, data engineers, and architects to document the processes
Data science model review, run the code refactoring and optimization, containerization, deployment, versioning, and monitoring of its quality
Data science models testing, validation, and test automation
Enforce architectural standards across teams and projects
Work closely with numerous development teams to design & architect business solutions.

SENIOR DEVOPS ENGINEER (MLOPS)

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We are Novacomp!

A 100% Costa Rican IT Outsourcing & Nearshoring company, with more than 750 employees working together from more than 5 locations around the world. Our purpose is to transform organizations through know-how and innovation. We are looking for the best talent, ambitious, creative professionals, passionate about technology, who want to make a difference.

We have created a company with people who believe that technology should and can be used to deliver great experiences. We also have a culture of continuous learning, providing training and certification opportunities in state-of-the-art technologies for our people, to stay up to date and offer our customers the highest quality standards.

We are an experience, a community, a knowledge hub.

Learn more about Novacomp!

Our Values define us:

Founded in Costa Rica in 1998, the company

offers IT Outsourcing & Nearshoring services,

including software analysis, design, development,

testing, implementation and maintenance services

on multiple platforms and with Agile methodologies.

Technological and strategic alliances, both

national and international, have also contributed

to the growth and expansion of the company in

recent years. Currently certified in ISO 9001:2015;

ESSENTIAL Costa Rica - Country Brand, ITSQB Global

Partner, Scaled Agile Bronze Partner, Microsoft

Gold Partner and Oracle Gold Partner.

Novacomp currently employs over 750 professionals

in Costa Rica (Headquarters / Delivery Center),

Chile, Guatemala, Panama and the United States

(Miami, Florida).

Grow with us

We empower our employees to reach their maximum potential and have been doing so for the past 25 years, becoming a space of growth for our people.

Join our team

6000 Executed
projects
750 Consultants
200 Clients
25 Years of
experience

Harold Leiva Staff Augmentation Director

"At Novacomp we are consultants! We are looking for female and male engineers who, in addition to their passion and technical excellence, support our clients in their business: offering their knowledge but their empathy, drive and commitment, in each of the assigned responsibilities. We are looking for professionals who are passionate about technology, and want to grow with an innovative company."
Rebeca Midence Projects/Accounts Senior Manager

"We are always looking for new talent. Innovative professionals, with high technical mastery and who enjoy working with diverse team, will find in Novacomp a place to grow both professionally and personally."
Mauricio Villalobos Director of Learning and People Development

"We are in search of the best talent. Professionals who want to be part of a family that is dedicated to transforming the world using the latest technology. We want to hire employees that can teach us how do things differently and efficiently. We are looking for team players, people who think out of the box, who are always willing to give their best. If you are passionate about innovation and the use of disruptive technologies to improve the way things are done, then Novacomp is the place for you!"