Machine Learning Engineer

hace 5 días

Bogotá, Bogotá D.E., Colombia Kadre A tiempo completo
Job Responsibilities
  1. Stay up-to-date with the latest advancements in machine learning by exploring and drawing insights from state-of-the-art research papers. Leverage this knowledge to design and develop innovative machine learning models tailored to our specific needs.
  2. Translate conceptual models into practical implementations, utilizing programming languages and machine learning frameworks. Train and fine-tune models to achieve optimal performance and accuracy.
  3. Drive the deployment process of machine learning models into production environments. Collaborate with cross-functional teams to ensure smooth integration and scalability of the models.
  4. Apply the best MLOps (Machine Learning Operations) practices and principles throughout the entire modeling workflow. Streamline processes for efficient development, testing, and deployment of machine learning solutions.
  5. Dive deep into problem domains to gain a comprehensive understanding of challenges and opportunities. Analyze and preprocess data to extract valuable insights for model improvement.
  6. Propose and experiment with novel ideas and approaches to tackle complex problems. Explore creative ways to leverage data and develop new concepts that could potentially revolutionize the field.
  7. Collaborate with a team of skilled professionals, including data scientists, engineers, and domain experts. Foster a collaborative environment that encourages knowledge sharing and continuous learning.
Minimum Requirements
  1. Bachelor degree in Computer Science, Software or Electrical Engineering, or comparable professional experience in Machine Learning related areas.
  2. Excellent written and verbal communication skills in English.
  3. Experience working with native ML orchestration systems such as Kubeflow, Step Functions, MLflow, Airflow, and TFX.
  4. Experience in technologies like Spark, Kafka, Spark streaming, Flink etc.
  5. Expertise in MLOps and model integration into larger-scale applications.
  6. Experience with implementing and scaling feature store across organization.
  7. Strong programming skills in Python and experience with popular machine learning libraries/frameworks (e.g., TensorFlow, PyTorch).
  8. Expertise in using Docker and Kubernetes.
  9. Strong problem-solving skills and ability to analyze and translate business requirements into technical solutions.
  10. Ability to read, interpret, and apply research papers in machine learning. A strong grasp of foundational machine learning concepts is essential.
  11. Knowledge of agile methodologies and ability to work in a fast-paced and evolving environment. Willingness to learn and adapt to new technologies and methodologies.
About Xmartlabs

Xmartlabs, is a boutique Product Development Studio with offices in San Francisco and Montevideo. Since 2012, it has partnered with top-tier startups and enterprises to design, develop, and launch innovative software.

Its mission is to be a strategic partner for innovators, creating great products while fostering knowledge and human potential.

With a combination of passion for technology, user empathy, and extensive product development experience, Xmartlabs helps its clients achieve their business goals.

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