Senior ML Engineer
hace 5 días
Senior Machine Learning Engineer – Provectus As a Senior ML Engineer at Provectus, you will design, develop, and deploy production‑grade machine‑learning solutions for our clients. You will work on complex ML problems, mentor junior engineers, and contribute to building ML accelerators and best practices. Core Responsibilities Technical Delivery (60%) Design and implement end‑to‑end ML solutions from experimentation to production Build scalable ML pipelines and infrastructure Optimize model performance, efficiency, and reliability Write clean, maintainable, production‑quality code Conduct rigorous experimentation and model evaluation Troubleshoot and resolve complex technical challenges Collaboration and Contribution (25%) Mentor junior and mid‑level ML engineers Conduct code reviews and provide constructive feedback Share knowledge through documentation, presentations, and workshops Collaborate with cross‑functional teams (DevOps, Data Engineering, SAs) Contribute to internal ML practice development Innovation and Growth (15%) Stay current with ML research and emerging technologies Propose improvements to existing solutions and processes Contribute to the development of reusable ML accelerators Participate in technical discussions and architectural decisions Requirements Machine Learning Core ML Fundamentals: supervised, unsupervised, and reinforcement learning Model Development: feature engineering, model training, evaluation, hyperparameter tuning, and validation ML Frameworks: classical ML libraries, TensorFlow, PyTorch, or similar frameworks Deep Learning: CNNs, RNNs, Transformers LLMs and Generative AI LLM Applications: Experience building production LLM‑based applications Prompt Engineering: Ability to design effective prompts and chain‑of‑thought strategies RAG Systems: Experience building retrieval‑augmented generation architectures Vector Databases: Familiarity with embedding models and vector search LLM Evaluation: Experience with evaluation metrics and techniques for LLM outputs Data and Programming Python: Advanced proficiency in Python for ML applications Data Manipulation: Expert with pandas, numpy, and data processing libraries SQL: Ability to work with structured data and databases Data Pipelines: Experience building ETL/ELT pipelines Big Data: Experience with Spark or similar distributed computing frameworks MLOps and Production Model Deployment: Experience deploying ML models to production environments Containerization: Proficiency with Docker and container orchestration CI/CD: Understanding of continuous integration and deployment for ML Monitoring: Experience with model monitoring and observability Experiment Tracking: Familiarity with MLflow, Weights and Biases, or similar tools Cloud and Infrastructure AWS Services: Strong experience with AWS ML services (SageMaker, Lambda, etc.) GCP Expertise: Advanced knowledge of GCP ML and data services Cloud Architecture: Understanding of cloud‑native ML architectures Infrastructure as Code: Experience with Terraform, CloudFormation, or similar Will be a plus Practical experience with cloud platforms (AWS stack is preferred) Practical experience with deep learning models Experience with taxonomies or ontologies Practical experience with machine learning pipelines to orchestrate complicated workflows Practical experience with Spark/Dask, Great Expectations #J-18808-Ljbffr
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Senior ML Engineer, Ad Performance
hace 7 días
WorkFromHome, Colombia Launch Potato A tiempo completoSenior ML Engineer, Ad Performance – Launch Potato Apply for the Senior ML Engineer, Ad Performance role at Launch Potato . Join our remote‑first, high‑growth digital media company serving over 30M monthly visitors through brands such as FinanceBuzz, All About Cookies, and OnlyInYourState. As the Discovery and Conversion Company, our mission is to...
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Senior GenAI ML Engineer – Production-Level AI
hace 5 días
WorkFromHome, Colombia Provectus A tiempo completoA leading tech consulting firm is looking for a Senior Machine Learning Engineer in Barranquilla, Colombia. This role focuses on designing, developing, and deploying production-grade machine-learning solutions for clients. Responsibilities include mentoring junior engineers and optimizing ML performance. Ideal candidates will have expertise in Python,...
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Senior ML Engineer, Ad Performance
hace 7 días
WorkFromHome, Colombia Launch Potato A tiempo completoSenior ML Engineer, Ad Performance – Launch Potato WHO ARE WE? Launch Potato is a profitable digital media company that reaches over 30M+ monthly visitors through brands such as FinanceBuzz, All About Cookies, and OnlyInYourState. As the Discovery and Conversion Company, our mission is to connect consumers with the world’s leading brands through...
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Principal ML Engineer
hace 1 semana
WorkFromHome, Colombia Launch Potato A tiempo completoAs The Discovery and Conversion Company, our mission is to connect consumers with the world’s leading brands through data-driven content and technology. Headquartered in South Florida with a remote-first team spanning over 15 countries, we’ve built a high-growth, high-performance culture where speed, ownership, and measurable impact drive success. WHY...
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Principal ML Engineer
hace 1 semana
WorkFromHome, Colombia Launch Potato A tiempo completoAs The Discovery and Conversion Company, our mission is to connect consumers with the world’s leading brands through data-driven content and technology. Headquartered in South Florida with a remote-first team spanning over 15 countries, we’ve built a high-growth, high-performance culture where speed, ownership, and measurable impact drive success. WHY...
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Senior ML Engineer
hace 2 semanas
WorkFromHome, Colombia Launch Potato A tiempo completoA data-driven tech company is seeking a Machine Learning Engineer to develop and optimize advanced recommendation systems. The role requires significant experience in machine learning, particularly with ranking algorithms and ML frameworks like TensorFlow or PyTorch. Ideal candidates will drive business results through effective personalization, handling...
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Senior ML Engineer: Real-Time Personalization
hace 2 semanas
WorkFromHome, Colombia Launch Potato A tiempo completoA leading digital innovation company based in Colombia is seeking a Machine Learning Engineer to build and optimize systems that deliver real-time recommendations for millions of users. You will design, deploy, and scale ML systems, ensuring they serve over 100 million predictions daily. Candidates should have 7+ years of experience in ML systems and a...
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Principal ML Engineer, Ad Performance
hace 2 semanas
WorkFromHome, Colombia Launch Potato A tiempo completoPrincipal ML Engineer, Ad Performance Join to apply for the Principal ML Engineer, Ad Performance role at Launch Potato. WHO ARE WE? Launch Potato is a profitable digital media company that reaches over 30M+ monthly visitors through brands such as FinanceBuzz, All About Cookies, and OnlyInYourState. As The Discovery and Conversion Company, our mission is to...
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Senior ML Engineer — Ad Performance
hace 2 semanas
WorkFromHome, Colombia Launch Potato A tiempo completoA leading tech company is seeking a Machine Learning Engineer to enhance advertising performance by building scalable, production-ready ML systems. You will work with global teams to optimize ad targeting and engagement. The ideal candidate will have 7+ years of experience in software development and ML engineering, especially in advertising systems. This...
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Senior ML Engineer
hace 2 semanas
WorkFromHome, Colombia Launch Potato A tiempo completoA leading tech and data company in Colombia is seeking a Machine Learning Engineer to build the personalization engine for its brands. This role demands expertise in machine learning systems, with responsibilities including the deployment of models serving over 100 million predictions daily. Applicants should have strong skills in algorithms and Python, with...
