Machine Learning Engineer MEX Transformation Specialist

hace 5 horas


Mérida, Yucatán, México STX Next Sp z.o.o A tiempo completo

We are a global IT consulting company specializing in customer-focused software services. Our team of 500 professionals is dedicated to helping customers build outstanding products. Leveraging the latest advancements in the field and a passion for innovation, we're shaping the future of technology.

The role of a Machine Learning Engineer has many variations; we are not looking for someone who is good at everything, but people with in-depth knowledge of a particular domain of NLP, Computer Vision, or Recommender systems. What is important to us is the foundation and basic understanding of the problems and ideas behind ML. We use ML methods in practice, so we also value the ability to implement models in the form of API or integration with the client's system.

Core Values

We believe that every problem has a solution, often hidden and not so obvious. Our job is to work them out, and the best are born from imagination, cooperation, and craftsmanship.

Requirements

Our team works closely with clients to understand their needs and deliver high-quality software solutions. As a Machine Learning Engineer, you will be responsible for identifying research goals, literature review, formulating hypotheses, data collection & analysis, experimentation, and testing.

  • Strong fundamentals of machine learning.
  • Types of ML problems: classification, regression, clustering, etc.
  • Common evaluation measures: precision, recall, F1, IoU, ROUGE, etc.
  • Understanding dimension reduction techniques (PCA, TSNE, Umap).
  • Data preparation and visualization libraries (pandas, matplotlib, etc.).
  • Knowledge of current neural networks architectures (RNN, CNN, Transformers) and methods (transfer learning).
  • Documented experience with one of the libraries: PyTorch or Tensorflow.
  • Good knowledge of relational databases and experience with one of: PostgreSQL, MySQL, MS SQL, Oracle.
  • Familiarity with Python.
  • Good communication skills in English (minimum B2).
  • Problem solving and analytical thinking.
Work-Life Balance

We value our employees' well-being and offer flexible working hours and remote work options. You will have the opportunity to discuss your individual needs with your team and manager.

You will work with true enthusiasts and professionals who will support you along the way. You can count on leaders and experts who are willing to share their knowledge so that you too can join their ranks someday.

Growth Opportunities

We believe in continuous learning and growth. Every year, you will have a chance to discuss acquired skills and prepare a development plan for the upcoming months. Whether you're a Junior, Regular, or Senior, we'll help you achieve your career goals.

Salary

We offer a competitive salary of $80,000-$120,000 per year, depending on your level of experience and qualifications.


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