Machine Learning Engineer

hace 4 semanas

Heredia, Costa Rica IBM A tiempo completo

**Introduction**
At IBM, work is more than a job - it's a calling: To build. To design. To code. To consult. To think along with clients and sell. To make markets. To invent. To collaborate. Not just to do something better, but to attempt things you've never thought possible. Are you ready to lead in this new era of technology and solve some of the world's most challenging problems? If so, lets talk.

**Your Role and Responsibilities**
We are seeking to hire an ML Engineer to join our growing team This is a hands-on technical role where you will spend most of your time designing, coding, and implementing ML solutions to intent and understanding problems, along with ongoing evaluation of model performance both in isolation as well as using results from production use cases. As Data Engineer, you will develop, maintain, evaluate and test data solutions.

Demonstrates an understanding of Machine Learning concepts and techniques in order to solve a business problem. The individual is able to interpret exploratory statistics and identify appropriate features and machine learning algorithms to use. In addition, the earner is able to use suitable metrics to understand an algorithm's performance and effectively communicate those results.

Your primary responsibilities include:

- Investigate and experiment with new model architectures to improve existing ML models, training pipelines, and run-time inference performance
- Expand the scope and capabilities of our models to enable multilingual use cases
- Creatively balance the demands of production-level software engineering with exploratory research and development
- Design, build, optimize and support new and existing data models and data flows based on our clients’ business requirements.
- Build, deploy and manage data infrastructure that can adequately handle the needs of a rapidly growing data driven organization.
- Develop quality controls, data cleansing, and transformations required to deliver desired datasets according to each use case.

**Required Technical and Professional Expertise**
- Hands-on experience with ML model deployment and inference in a production environment.
- Demonstrated success working in large distributed teams to solve novel technical challenges
- Strong Communication skills in English & Spanish

**Preferred Technical and Professional Expertise**
- Experience with Python or Scala is required. Background in programming in C, C++, Java is beneficial. Exposure to both streaming and non-streaming analytics Experience with SQL, Spark, Pandas, Numpy, SciPy, Statsmodels, Stan, pymc3, Caret, Scikit-learn, Keras, TensorFlow, Pytorch, Databricks is beneficial.
- Experience working with large data sets, simulation/optimisation and distributed computing tools (Map/Reduce, Hadoop, Hive, Spark, Gurobi, Arena, etc.)

**About Business Unit**

IBM Services is a team of business, strategy and technology consultants that design, build, and run foundational systems and services that is the backbone of the world's economy. IBM Services partners with the world's leading companies in over 170 countries to build smarter businesses by reimagining and reinventing through technology, with its outcome-focused methodologies, industry-leading portfolio and world class research and operations expertise leading to results-driven innovation and enduring excellence.

In a world where technology never stands still, we understand that, dedication to our clients success, innovation that matters, and trust and personal responsibility in all our relationships, lives in what we do as IBMers as we strive to be the catalyst that makes the world work better.
Being an IBMer means you’ll be able to learn and develop yourself and your career, you’ll be encouraged to be courageous and experiment everyday, all whilst having continuous trust and support in an environment where everyone can thrive whatever their personal or professional background.

Our IBMers are growth minded, always staying curious, open to feedback and learning new information and skills to constantly transform themselves and our company. They are trusted to provide on-going feedback to help other IBMers grow, as well as collaborate with colleagues keeping in mind a team focused approach to include different perspectives to drive exceptional outcomes for our customers. The courage our IBMers have to make critical decisions everyday is essential to IBM becoming the catalyst for progress, always embracing challenges with resources they have to hand, a can-do attitude and always striving for an outcome focused approach within everything that they do.

Are you ready to be an IBMer?

This job requires you to provide your COVID-19 vaccination status with supporting documentation, where legally permissible.

**About IBM**

Restlessly reinventing since 1911, we are not only one of the largest corporate organizations in the world, we’re also one of the biggest technology and consulting employers, with many of the F

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