{"id":17837,"date":"2025-02-09T05:29:36","date_gmt":"2025-02-09T10:29:36","guid":{"rendered":"https:\/\/tribu.la\/job\/senior-machine-learning-engineer-devops-specialist\/"},"modified":"2025-03-15T00:16:14","modified_gmt":"2025-03-15T04:16:14","slug":"senior-machine-learning-engineer-devops-specialist","status":"expired","type":"job_listing","link":"https:\/\/tribu.la\/pt\/?post_type=job_listing&p=17837","title":{"rendered":"Senior Machine Learning Engineer&amp; DevOps Specialist"},"content":{"rendered":"<p>At Kilimo we are looking for an experienced <strong>Senior Machine Learning Engineer &amp; DevOps Specialist<\/strong> with a solid background in deploying and scaling machine learning models and managing DevOps processes. The ideal candidate will have a proven track record in building and maintaining ML pipelines and expertise in DevOps practices to ensure seamless integration, deployment, and scalability of machine learning solutions. Extensive knowledge of modern machine learning frameworks and strong DevOps skills, particularly within climate and agricultural domains, are essential.<\/p>\n<p><strong>Key Responsibilities<\/p>\n<p><\/strong><strong>Model Development and Deployment<\/p>\n<p><\/strong><\/p>\n<ul>\n<li>Design, build, and optimize scalable machine learning models for climate and agricultural applications.<\/li>\n<li>Implement production-ready ML pipelines, encompassing feature engineering, model training, and evaluation.<\/li>\n<li>Deploy and monitor models in production environments to ensure performance, reliability, and scalability.Design, build, and optimize scalable machine learning models for climate and agricultural applications.<\/li>\n<li>Implement production-ready ML pipelines, encompassing feature engineering, model training, and evaluation.<\/li>\n<li>Deploy and monitor models in production environments to ensure performance, reliability, and scalability.<\/li>\n<li>Create and maintain databases through data lakes for efficient data storage and access.<\/li>\n<li>Utilize and generate ETLs to extract, transform, and load data, ensuring compatibility and accessibility throughout the ML pipeline.\n<\/li>\n<\/ul>\n<p><strong>MLOps and DevOps Integration<\/p>\n<p><\/strong><\/p>\n<ul>\n<li>Develop and maintain automated systems for model retraining, versioning, and monitoring using MLOps best practices.<\/li>\n<li>Design and implement CI\/CD pipelines tailored for machine learning workflows to streamline development and deployment processes.<\/li>\n<li>Manage infrastructure as code (IaC) using tools like Terraform or Ansible to provision and maintain cloud resources.<\/li>\n<li>Ensure robust monitoring, logging, and alerting systems are in place for both ML models and underlying infrastructure.\n<\/li>\n<\/ul>\n<p><strong>Infrastructure Management<\/p>\n<p><\/strong><\/p>\n<ul>\n<li>Oversee the deployment and orchestration of containerized applications using Docker and Kubernetes.<\/li>\n<li>Optimize cloud infrastructure (AWS, Azure, GCP) for cost, performance, and scalability to support ML workloads.<\/li>\n<li>Collaborate with DevOps teams to enhance system reliability, security, and efficiency.\n<\/li>\n<\/ul>\n<p><strong>Domain-Specific Applications<\/p>\n<p><\/strong><\/p>\n<ul>\n<li>Apply machine learning techniques to analyze climate, weather, and agricultural data.<\/li>\n<li>Develop predictive models for crop growth, irrigation optimization, and environmental sustainability.<\/li>\n<li>Utilize remote sensing data and satellite imagery for geospatial analysis and decision-making.\n<\/li>\n<\/ul>\n<p><strong>Research and Optimization<\/p>\n<p><\/strong><\/p>\n<ul>\n<li>Stay updated on the latest trends in machine learning and DevOps, applying state-of-the-art techniques to projects.<\/li>\n<li>Optimize models and infrastructure for performance, scalability, and accuracy in large-scale deployments.<\/li>\n<li>Conduct experiments to test and validate hypotheses for ML-driven and DevOps-enhanced solutions.\n<p><\/li>\n<\/ul>\n<p>Requisitos<\/p>\n<p><\/p>\n<ul>\n<li>5+ years of experience in Machine Learning Engineering, DevOps, or a related field.<\/li>\n<li>Strong programming skills in Python and familiarity with ML frameworks like TensorFlow, PyTorch, or scikit-learn.<\/li>\n<li>Hands-on experience with ML pipeline tools (e.g., MLflow, Kubeflow, Airflow) and DevOps tools (e.g., Jenkins, GitLab CI, Docker, Kubernetes).<\/li>\n<li>Proficiency in cloud platforms (AWS, Azure, GCP) and containerization technologies.<\/li>\n<li>Solid understanding of data preprocessing, feature engineering, model evaluation techniques, and DevOps best practices.<\/li>\n<li>Experience with infrastructure as code (IaC) tools such as Terraform or Ansible.<\/li>\n<li>Strong understanding of CI\/CD workflows and their integration into ML pipelines.\n<\/li>\n<\/ul>\n<p><strong>Domain Expertise<\/p>\n<p><\/strong><\/p>\n<ul>\n<li>Knowledge of climate science, agronomy, or related fields.<\/li>\n<li>Familiarity with datasets such as satellite imagery, weather patterns, or agricultural productivity metrics.\n<\/li>\n<\/ul>\n<p><strong>Educational Background<\/p>\n<p><\/strong><\/p>\n<ul>\n<li>Bachelor\u2019s or Master\u2019s degree in Computer Science, Machine Learning, DevOps, or a related field.<\/li>\n<li>Advanced certifications in Machine Learning, DevOps, MLOps, or related areas are a plus.\n<\/li>\n<\/ul>\n<p><strong>Problem-Solving Skills<\/p>\n<p><\/strong><\/p>\n<ul>\n<li>Proven ability to design and implement efficient solutions for complex problems at the intersection of ML and DevOps.<\/li>\n<li>Experience in optimizing machine learning workflows and infrastructure for performance and scalability.\n<\/li>\n<\/ul>\n<p><strong>Preferred Skills<\/p>\n<p><\/strong><\/p>\n<ul>\n<li>Familiarity with geospatial analysis and remote sensing technologies.<\/li>\n<li>Experience with big data frameworks (e.g., Apache Spark).<\/li>\n<li>Understanding of ethical AI principles and practices.\n<\/li>\n<\/ul>\n<p>Beneficios<\/p>\n<ul>\n<li>Work in an international company with global expansion.<\/li>\n<li>Remote work and flexible hours.<\/li>\n<li>Training program we support you in pursuing education and skills development in areas that interest you.<\/li>\n<li>Competitive salary and family health plan.<\/li>\n<li>We\u2019re proud to be recognized as a Great Place to Work for the 4th year in a row!<\/li>\n<li>Analyze data to help create a future with water available for communities, ecosystems, and economic development!\n<\/li>\n<\/ul>\n<p>Nacimos en 2016 en C\u00f3rdoba, Argentina, con el prop\u00f3sito de<strong> transformar el valor del agua en la producci\u00f3n de alimentos.<\/p>\n<p><\/strong>Nos mueve generar acciones colectivas para<strong> lograr un futuro con agua disponible para las comunidades, los ecosistemas y el desarrollo econ\u00f3mico<\/strong>.<\/p>\n<p>Desarrollamos proyectos con impacto hiperlocal para dar respuesta a los desaf\u00edos h\u00eddricos que plantea el cambio clim\u00e1tico.<\/p>\n<p>Trabajamos con agricultores que adoptan <strong>buenas pr\u00e1cticas de riego<\/strong> a trav\u00e9s de la tecnolog\u00eda y compa\u00f1\u00edas que cuentan con <strong>metas de seguridad h\u00eddrica<\/strong>.<\/p>\n<p>Nuestros Proyectos de Acci\u00f3n Clim\u00e1tica conectan a estos dos actores y gracias a ellos estamos cuidando el agua en las <strong>cuencas m\u00e1s estresadas <\/strong>de Chile, Argentina, M\u00e9xico, Per\u00fa y Brasil, entre otros pa\u00edses.<\/p>\n<p>Nuestras oportunidades laborales est\u00e1n abiertas a todas las personas que quieran sumarse al desaf\u00edo de transformar el valor del agua en la producci\u00f3n de alimentos<\/p>\n<p><strong>\u00a1S\u00famate y s\u00e9 parte!<\/strong><\/p>","protected":false},"author":16,"featured_media":13486,"template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_vp_format_video_url":"","_vp_image_focal_point":[],"_promoted":"","_job_location":"Bogota, D.C., Capital District, Colombia","_application":"https:\/\/www.linkedin.com\/jobs\/view\/4083790853","_company_name":"Kilimo","_company_website":"https:\/\/kilimo.com\/","_company_tagline":"","_company_twitter":"","_company_video":"","_filled":0,"_featured":0,"_remote_position":0,"_job_salary":"","_job_salary_currency":"","_job_salary_unit":""},"class_list":["post-17837","job_listing","type-job_listing","status-expired","has-post-thumbnail","hentry"],"acf":[],"aioseo_notices":[],"jetpack_sharing_enabled":true,"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/tribu.la\/pt\/wp-json\/wp\/v2\/job-listings\/17837","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tribu.la\/pt\/wp-json\/wp\/v2\/job-listings"}],"about":[{"href":"https:\/\/tribu.la\/pt\/wp-json\/wp\/v2\/types\/job_listing"}],"author":[{"embeddable":true,"href":"https:\/\/tribu.la\/pt\/wp-json\/wp\/v2\/users\/16"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tribu.la\/pt\/wp-json\/wp\/v2\/media\/13486"}],"wp:attachment":[{"href":"https:\/\/tribu.la\/pt\/wp-json\/wp\/v2\/media?parent=17837"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}