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Senior Machine Learning Engineer – Implementation, Scale
TriveltaSenior ML Engineer focused on designing and optimizing ML models for Trivelta's gaming technology. Collaborating with engineers to integrate models into user products while maximizing performance.
Tech Stack
Tools & technologiesGoPythonPyTorchSparkSQLTensorflow
About the role
Key responsibilities & impact- Model Implementation: Design, train, and fine-tune state-of-the-art ML models (Deep Learning, Transformers, Gradient Boosting, etc.) specifically optimized for our internal datasets.
- End-to-End Pipeline Development: Build and maintain robust data pipelines and training workflows to ensure reproducible and scalable model development.
- Optimization & Performance: Profile and optimize model latency and throughput for production environments.
- Data Centricity: Perform deep exploratory data analysis (EDA) to identify biases, signal-to-noise ratios, and feature engineering opportunities within our unique data silos.
- Collaboration: Work closely with Data Engineers to streamline data ingestion and Backend Engineers to integrate model APIs into our user-facing products.
Requirements
What you’ll need- 5+ years of professional experience in Machine Learning or Software Engineering, with at least 3 years focused on deploying models to production.
- Expert-level Python (and ideally C++ or Go for performance-critical components).
- Deep fluency in PyTorch, TensorFlow, or JAX.
- Experience with SQL, Spark, and vector databases (e.g., Pinecone, Milvus).
- Familiarity with Weights & Biases, MLflow, Kubeflow, or similar orchestration tools.
- Strong understanding of linear algebra, calculus, and statistics as applied to ML optimization.
- MS or PhD in Computer Science, Mathematics, or a related field (or equivalent 'battle-tested' industry experience).
Benefits
Comp & perks- Health insurance
- Remote work options
ATS Keywords
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Hard Skills & Tools
Machine LearningDeep LearningTransformersGradient BoostingPythonC++GoPyTorchTensorFlowJAX
Soft Skills
Collaboration
Certifications
MS in Computer SciencePhD in Computer ScienceMS in MathematicsPhD in Mathematics