High 5 Games ยท 4 months ago
Machine Leaning Engineer with an Agentic focus - LATAM
United States
Full-time
Remote
Entry, Mid Level
1+ years expHigh 5 Games is seeking a Machine Learning Engineer (MLE) to design, build, and optimize machine learning operations. The role involves scaling AI models from research to production, ensuring smooth deployment, monitoring, and lifecycle management across Google Cloud Platform (GCP) infrastructure while collaborating with data scientists and engineers.
Computer Games
Responsibilities
Design, develop, and deploy machine learning models and solutions, leveraging tools such as LangGraph and MLflow for orchestration and lifecycle management
Collaborate on building and maintaining scalable data and feature pipeline infrastructure for real-time and batch processing using tools like BigQuery, BigTable, Dataflow, Composer(Airflow), PubSub, and Cloud Run to support ML model training and inference
Develop and implement robust strategies for model monitoring and observability to detect model drift, bias, and performance degradation, leveraging tools like Vertex AI Model Monitoring and custom dashboards
Optimize ML model inference performance to improve latency and cost-efficiency of AI applications
Ensure the overall reliability, performance, and scalability of the ML models and data infrastructure platform, including proactive identification and resolution of issues related to model performance and data quality
Troubleshoot and resolve complex issues impacting ML models, data pipelines, and production AI systems
Ensure AI/ML models and workflows meet data governance, security, and compliance requirements, specifically for real-money gaming
Qualification
Required
1+ years of experience as an ML Engineer, with a focus on developing and deploying machine learning models in production environments
Strong experience in Google Cloud Platform (GCP), including services relevant to ML and data infrastructure such as BigQuery, Dataflow, Vertex AI, Cloud Run, and Pub/Sub and Composer (Airflow)
Solid grasp of containerization (Docker, Kubernetes) and experience with Kubernetes orchestration platforms like GKE for deploying ML services
Experience building and deploying scalable data pipelines and machine learning models in production environments
Understanding of model monitoring, logging, and observability best practices for ML models and applications
Experience in Python and ML frameworks (e.g., TensorFlow, PyTorch, scikit-learn)
Preferred
Familiarity with AI orchestration concepts using tools like LangGraph or LangChain is a bonus
Bonus experience includes working in gaming, real-time fraud detection, or AI personalization systems and Agentic workflows
Company
High 5 Games
High 5 Games is laser-focused on making an impression through innovative casino content for the land-based, mobile, online, and social markets.
51-200 employees
H1B Sponsorship
High 5 Games has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2024 (1)
2022 (1)
2021 (2)
2020 (4)
Funding
Current Stage
Growth StageLeadership Team
Anthony Singer
Chief Executive Officer
Jamie Sanko, CPA, MBA
Chief Financial Officer
Company data provided by crunchbase