Senior Machine Learning Engineer

2 Days ago • 5 Years +

About the job

SummaryBy Outscal

We are looking for a Senior Machine Learning Engineer to join our team and develop cutting-edge computer vision products. Must have experience building, maintaining, and automating CI/CD pipelines for machine learning projects. You will be responsible for model deployment, monitoring, and continuous model retraining in a cloud environment. Strong proficiency in Python, TensorFlow, and AWS services is essential.

Company Description

We are looking for a Senior Machine Learning Engineer to join our growing team and contribute to the development of cutting-edge computer vision products.   

Our mission:   

We deliver asymmetric advantages to our #adtech customers through vast domain expertise, simplicity, and #stellar level of service. We continue to challenge ourselves and grow as technologists, professionals, and, most importantly, as human beings who work side by side, day after day and year after year. And we don’t plan to stop anytime soon.   

We put in the work, and we love it. Some days, we may fail, but only to try harder the next day. We work through our losses and celebrate our wins as one team. 

PROJECT

The platform specializes in media content analysis and delivers insights through advanced AI-driven content recognition technologies. The core objective is to continuously design, develop, and refine state-of-the-art computer vision models, such as object detection, image segmentation, classification, and facial recognition. These models are seamlessly integrated into the platform to enhance its capabilities. 

Job Description

  • Automate model training, evaluation, and deployment processes in development environments  
  • Build and maintain CI/CD pipelines specifically for model training and evaluation  
  • Ensure proper documentation for all tools, CI/CD pipelines, containers, and reusable code to maintain clarity and ease of use for future team members  
  • Document best practices and guidelines for integrating new models into the workflow  
  • Support continuous model retraining and monitoring efforts in collaboration with data scientists  
  • Extend and maintain available containers that are compatible with different stages of deployment (training, testing, etc.)  
  • Work closely with the software team responsible for putting model artifacts into the production pipeline, ensuring a smooth handoff of model outputs  
  • Maintain and continuously refactor reusable training/evaluation code, ensuring modularity and scalability  
  • Design and implement tools to support ML workflows, such as monitoring tools or visualization aids  

Qualifications

  • 5+ years of experience in machine learning engineering  
  • Proven experience in building, maintaining, and automating CI/CD pipelines for machine learning projects  
  • Experience with model deployment and monitoring using AWS services  
  • Familiarity with cloud-based machine learning workflows and infrastructure  
  • Strong proficiency in Python, Bash, and Shell scripting for automation  
  • Proficiency in frameworks like TensorFlow, PyTorch, and Scikit-learn for model training and evaluation  
  • Hands-on experience with AWS services: Amazon S3, Amazon SageMaker, AWS Lambda, Amazon ECS/EKS  
  • Experience with Docker for the containerization of ML workloads  
  • Advanced level of English 

WOULD BE A PLUS

  • Knowledge of AWS Step Functions for orchestrating serverless workflows  
  • Familiarity with Terraform for managing AWS infrastructure as code  
  • Experience with distributed training  

State Of Rio De Janeiro, Brazil (Remote)

Masovian Voivodeship, Poland (Remote)

Masovian Voivodeship, Poland (Remote)

Masovian Voivodeship, Poland (Remote)

Masovian Voivodeship, Poland (Remote)

Masovian Voivodeship, Poland (Remote)

Masovian Voivodeship, Poland (On-Site)

View All Jobs

Similar Jobs

paypal - Machine Learning Engineer

Tamil Nadu, India (On-Site)

paypal - Machine Learning Engineer

Tamil Nadu, India (On-Site)

Zoox - Principal Machine Learning Engineer

California, United States (Hybrid)

MatchGroup - Sr. Machine Learning Engineer (MG AI)

Seoul, South Korea (Hybrid)

MatchGroup - Machine Learning Engineer (MG AI)

Seoul, South Korea (Hybrid)

Visa - Senior Machine Learning Engineer

California, United States (Hybrid)

Sinch - Senior Machine Learning Engineer

North Holland, Netherlands (Hybrid)

Similar Skill Jobs

Activision - Senior Manager, Analytics Insights

California, United States (On-Site)

The Walt Disney Company - Senior Compositor

British Columbia, Canada (Hybrid)

Tencent - Senior Staff Researcher

California, United States (On-Site)

Aristocrat Gaming - Technical Lead - Full Stack Development

Uttar Pradesh, India (Hybrid)

King - Senior Product Analyst (Incident)

Stockholm County, Sweden (On-Site)

Discord - Senior Software Engineer - Activity Feed

San Francisco, Ca & U. (Remote)

Unity - IT Operations Specialist

Karnataka, India (On-Site)

Avalanche Studios Group - Senior Analytics Engineer

Stockholm County, Sweden (Hybrid)

Jobs in Warsaw, Masovian Voivodeship, Poland

Aristocrat Gaming - Front End Developer

Masovian Voivodeship, Poland (Hybrid)

Testronic - Community Manager

Masovian Voivodeship, Poland (On-Site)

VGW - Software Engineer

Masovian Voivodeship, Poland (Remote)

Techland - Junior Lawyer

Masovian Voivodeship, Poland (On-Site)

CD PROJEKT RED - Music Director

Masovian Voivodeship, Poland (On-Site)

Activision - Lead Network Programmer

Masovian Voivodeship, Poland (On-Site)

Aristocrat Gaming - QA Manual (Pasino)

Masovian Voivodeship, Poland (Hybrid)

Aristocrat Gaming - QA Manual (Pasino)

Lesser Poland Voivodeship, Poland (Hybrid)

Ubisoft - Office Administrator (Part-Time)

Masovian Voivodeship, Poland (On-Site)

CD PROJEKT RED - Senior Previz Artist

Masovian Voivodeship, Poland (Hybrid)

Artificial Intelligence (AI) Jobs

Dream Game Studios - Senior ML Scientist

Maharashtra, India (On-Site)

Moon Active - Data Scientist

Tel Aviv District, Israel (Hybrid)

King - Data Scientist | Candy Crush Soda Saga

Stockholm County, Sweden (Hybrid)

PlayStation Global - Artificial Intelligence Intern - Master's or PhD

California, United States (Hybrid)

Expedia - Data Scientist I, Analytics

England, United Kingdom (Hybrid)

Expedia - Data Scientist

Washington Seattle Campus (Hybrid)

Expedia - Data Scientist I, Analytics

England, United Kingdom (Hybrid)

Expedia - Data Scientist

Washington Seattle Campus (Hybrid)

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug