Senior Machine Learning Engineer
hace 6 meses
RESPONSIBILITIES
- Contribute to the refinement, establishment, and operational lifecycle of ML pipelines using industry best practices
- Design, create, maintain, troubleshoot, and enhance steps in ML pipelines
- Own and contribute to the design and execution of ML prediction endpoints
- Collaborate with System Engineers to establish an ML lifecycle management environment
- Support the enhancement of coding practices and organization of scientific work cycle repositories
- Set up pipelines for different projects
- Regularly identify technical risks and gaps and formulate risk mitigation strategies
- Collaborate with data scientists to transition predictive models into production, creating scalable data preparation pipelines, and understanding model scopes and purposes
**REQUIREMENTS**:
- Minimum of 3 years of experience as a Machine Learning Engineer or in a similar capacity
- Strong proficiency in programming languages, particularly Python
- Solid grasp of Data Science principles and Machine Learning Engineering model creation experience
- Expertise in Engineering Best Practices
- Comprehensive understanding of Machine Learning fundamentals
- Hands-on experience implementing Data Products using technologies like the Apache Spark Ecosystem (Spark SQL, MLlib/Spark ML) or equivalent technologies
- Experience with Big Data technologies such as Hadoop, Spark, Kafka, Cassandra, GCP BigQuery, AWS Redshift, Apache Beam, etc
- Experience with automated data pipeline and workflow management tools like Airflow, Argo Workflow, etc
- Familiarity with different data processing paradigms (batch, micro-batch, streaming)
- Practical experience with one or more major Cloud Providers such as AWS, GCP, or Azure
- Experience with at least one MLOps-related platform/technology such as AWS SageMaker, Azure ML, GCP Vertex AI/AI Platform, Databricks MLOps-related tools/technologies like MLFlow, Kubeflow, TensorFlow Extended (TFX)
- Experience integrating ML models into complicated data-driven systems in a production environment
- Fluent in English with a B2+ level
NICE TO HAVE
- AWS, GCP, or Azure Certified would be a significant advantage
- Experience in a startup/environment, demonstrating the ability to deal with ambiguity
WE OFFER
- Learning Culture - We want you to be the best version of yourself, that is why we offer unlimited access to learning platforms, a wide range of internal courses, and all the knowledge you need to grow professionally
- Health Coverage - Health and wellness are important, that is why we have you and up to four family members in a premiere health plan. We have a couple of options, so you can choose what is best for you and your family
- Visual Benefit - Seeing your work for us would be a sight for sore eyes. We want your vision to always be at 100% which is why we offer up to $200.000 COP for any visual health expenses
- Life Insurance Plan - We have partnered with MetLife to offer a full-coverage Ife insurance plan. So, your family is covered, even if you are gone
- Medical Leave Coverage - We are one of the few companies that cover 100% of your medical leave, for up to 90 days. Your health is the most important thing to us
- Professional Growth Opportunities - We have designed a highly competitive and complete development process, where you will have all the tools to get where you have always wanted to be, personally and professionally
- Stock Option Purchase Plan - As an EPAMer you can be more than just an employee, you will also have the opportunity to purchase stock at a reduced price and become a part owner of our organization
- Additional Income - Besides your regular salary, you will also have the chance to earn extra income by referring talent, being a technical interviewer, and many more ways
- Community Benefit - You will be part of a worldwide community of over 50,000 employees, where you can learn, challenge yourself, stand out, and share your knowledge and experience with multicultural teams
- Are you open to relocation? - If you want to relocate to another country and we have the right project, we will assist you every step of the way, to help you and your family, reach your new home
-
Senior Machine Learning Engineer
hace 5 meses
Desde casa, Colombia Heinsohn Business Technology A tiempo completoHeinsohn Buiness Technology a leading software development and consultancy company with 40 years of market experience and several branches, now in more than 1,500 companies in the financial, Government, Health Care, Logistics, Law, and Startup industries in Latin and North America. Heinsohn has been growing fast, we are expanding and your talent and...
-
Machine Learning Engineer
hace 6 meses
Desde casa, Colombia Gorilla Logic A tiempo completo**Machine Learning Engineer** Gorilla Logic is looking for a Machine Learning Engineer, you will be part of a fast paced environment and team that is building a ML Platform on Databricks and using many open source technologies (Python, Spark, Kafka, Delta, Bazel, MLFlow). You will be responsible for building out scalable machine learning infrastructure and...
-
Machine Learning Engineer
hace 5 meses
Desde casa, Colombia Bold A tiempo completo**Bold** Nuestra compañía fue fundada en Mayo de 2019 por un equipo de personas increíbles y con una experiência única, el grupo de fundadores está conformado por los creadores de PayU Latam y otras empresas expertas en tecnología financiera. Estamos creando soluciones de pago y de banca para MiPymes, independientes y emprendedores en Colombia....
-
Senior Machine Learning Specialist
hace 6 meses
Desde casa, Colombia Lean Tech A tiempo completo**Company Overview**: Lean Tech is a rapidly expanding organization situated in Medellín, Colombia. We pride ourselves on possessing one of the most influential networks within software development and IT services for the entertainment, financial, and logistics sectors. Our corporate projections offer a multitude of opportunities for professionals to...
-
Sr. Machine Learning Engineer
hace 5 meses
Desde casa, Colombia Fusemachines A tiempo completo**About Fusemachines** Fusemachines is a leading AI strategy, talent, and education services provider. Founded by Sameer Maskey Ph.D., Adjunct Associate Professor at Columbia University, Fusemachines has a core mission of democratizing AI. With a presence in 4 countries (Nepal, the United States, Canada, and the Dominican Republic and more than 350+...
-
Machine Learning Operations Engineer
hace 6 meses
Desde casa, Colombia Bold A tiempo completo**Bold** Nuestra compañía fue fundada en Mayo de 2019 por un equipo de personas increíbles y con una experiência única, el grupo de fundadores está conformado por los creadores de PayU Latam y otras empresas expertas en tecnología financiera. Estamos creando soluciones de pago y de banca para MiPymes, independientes y emprendedores en Colombia....
-
Senior Python/react Fullstack Software Engineer
hace 6 meses
Desde casa, Colombia Growth Acceleration Partners A tiempo completo**WHAT WE DO** Founded in 2007, Growth Acceleration Partners (GAP) is a consulting and technology services company. We consult, design, build, and modernize revenue-generating software and data engineering solutions for clients. With modernization services and AI tools, we help businesses achieve a competitive advantage through technology. GAP’s remote,...
-
Senior DevOps Engineer
hace 5 meses
Desde casa, Colombia Growth Acceleration Partners A tiempo completo**Description**: We are looking for a Senior Infrastructure Engineer. As Senior Infrastructure Engineer you will architect and continuously improve the infrastructure for cloud-based services and client interfaces. Collaborate with team leads and management across the company to define shared capabilities. Manage the day-to-day operations of our build,...
-
Senior DevOps Engineer
hace 5 meses
Desde casa, Colombia Growth Acceleration Partners A tiempo completo**Description**: We are looking for a Senior Infrastructure Engineer. As Senior Infrastructure Engineer you will architect and continuously improve the infrastructure for cloud-based services and client interfaces. Collaborate with team leads and management across the company to define shared capabilities. Manage the day-to-day operations of our build,...
-
Senior Python/react Fullstack Software Engineer
hace 6 meses
Desde casa, Colombia Growth Acceleration Partners A tiempo completo**WHAT WE DO** Founded in 2007, Growth Acceleration Partners (GAP) is a consulting and technology services company. We consult, design, build, and modernize revenue-generating software and data engineering solutions for clients. With modernization services and AI tools, we help businesses achieve a competitive advantage through technology. GAP’s remote,...
-
Senior Data Engineer
hace 6 meses
Desde casa, Colombia Provectus A tiempo completoWe are seeking a talented and experienced** Senior Data Engineer** to join our team at Provectus. You will encounter numerous technical challenges and have the opportunity to contribute to exciting open-source projects (e.g., ODD, UI for Kafka), build internal solutions, and engage in R&D activities, providing an excellent environment for professional...
-
Senior Software Engineer
hace 6 meses
Desde casa, Colombia GoDaddy A tiempo completo**Location**:Remote - Colombia At GoDaddy the future of work looks different for each team. Some teams work in the office full-time, others have a hybrid arrangement (they work remotely some days and in the office some days) and some work entirely remotely. This is a remote position, so you’ll be working remotely from your home. You may occasionally...
-
Senior Fullstack Nodejs/ReactJS Software Engineer
hace 6 meses
Desde casa, Colombia Growth Acceleration Partners A tiempo completo**WHAT WE DO** Founded in 2007, Growth Acceleration Partners (GAP) is a consulting and technology services company. We consult, design, build and modernize revenue-generating software and data engineering solutions for clients. With modernization services and AI tools, we help businesses achieve a competitive advantage through technology. GAP’s remote,...
-
Middle/senior Ml Engineer
hace 6 meses
Desde casa, Colombia Provectus A tiempo completo**Join us at Provectus **to be a part of a team that is dedicated to building cutting-edge technology solutions that have a positive impact on society. Our company specializes in AI and ML technologies, cloud services, and data engineering, and we take pride in our ability to innovate and push the boundaries of what's possible. As an ML Engineer, you’ll...
-
Senior Python Software Engineer
hace 6 meses
Desde casa, Colombia Growth Acceleration Partners A tiempo completo**Summary** We are looking for a Senior Software Engineer with Python knowledge. As part of our team, you will be responsible for developing scalable, robust and high-quality solutions. As an engineer you are a professional with several years of hands-on experience, possessing advanced technical skills and in-depth knowledge. You excel in problem-solving,...
-
Senior Backend Developer
hace 6 meses
Desde casa, Colombia Talamo A tiempo completo**Acerca de Talamo** Talamo es una startup Fintech de análisis de datos y financiamiento inteligente para empresas. **Acerca del Rol** En Talamo, estamos en búsqueda de un individuo altamente motivado y experimentado para unirse a nuestro equipo como Ingeniero Senior de Backend. En este rol a tiempo completo, tendrás la oportunidad de contribuir al...
-
Senior Python Software Engineer
hace 6 meses
Desde casa, Colombia Growth Acceleration Partners A tiempo completo**Description** You will be a key contributor in leading and implementing our platform architecture and you will be partnering with Designers, Product Managers, and other Engineers to get the best products into our customers’ hands. **Education** - Bachelor’s Degree in Computer Science or related field. **Experience** - 5+ Years of experience with...
-
Principal Software Engineer
hace 6 meses
Desde casa, Colombia GoDaddy A tiempo completo**Location: Remote - Colombia** At GoDaddy the future of work looks different for each team. Some teams work in the office full-time, others have a hybrid arrangement (they work remotely some days and in the office some days), and some work entirely remotely. This is a remote position, so you’ll be working remotely from your home. You may occasionally...
-
Senior Fullstack Engineer
hace 6 meses
Desde casa, Colombia Fusemachines A tiempo completo**About Fusemachines** Fusemachines is an artificial intelligence talent and education solutions company dedicated to democratizing AI. Headquartered in New York, US with operations in Dominican Republic, Canada, and Nepal, it is a 400+ company. Fusemachines' AI educational program has made world-class AI education accessible and affordable to students...
-
Senior Fullstack Nodejs/ReactJS Engineer
hace 5 meses
Desde casa, Colombia Growth Acceleration Partners A tiempo completo**WHAT WE DO** Founded in 2007, Growth Acceleration Partners (GAP) is a consulting and technology services company. We consult, design, build, and modernize revenue-generating software and data engineering solutions for clients. With modernization services and AI tools, we help businesses achieve a competitive advantage through technology. GAP’s remote,...