Software Engineer, Machine Learning at Applovin · LumiJobs

Qualification

Bachelor's degree in Computer ScienceExperience developing user signalsExperience with representation learning

Bachelor's degree in Computer Science, Computer Engineering, Machine Learning, or a related technical field, or equivalent practical experience.
4+ years of experience developing and deploying machine learning systems in production environments.
Experience with machine learning or deep learning in areas such as recommendation, ranking, retrieval, prediction, advertising, representation learning, or related applications.
Experience developing and training machine learning models using large-scale datasets.
Strong understanding of machine learning fundamentals, including model architectures, optimization, representation learning, feature engineering, and model evaluation.
Strong programming and software engineering skills, with experience building reliable production systems.
Experience with modern deep learning frameworks such as PyTorch or TensorFlow.
Experience diagnosing and solving problems involving data and feature quality, model quality, training, or serving performance.

Experience developing user signals, features, or learned user representations for large-scale machine learning systems.
Experience with large-scale recommendation or advertising systems, including candidate generation, retrieval, ranking, or prediction.
Experience with representation learning, embeddings, feature interaction, or multi-task learning using large-scale user signals.
Experience measuring the incremental value of user signals and understanding their downstream impact on ranking or recommendation performance.
Experience developing and scaling deep learning architectures for recommendation, ranking, or advertising applications.
Experience with distributed model training and large-scale ML infrastructure.
Experience optimizing training or inference workloads on GPUs or other accelerators.
Experience optimizing ML systems for latency, throughput, memory utilization, or computational efficiency.

Software Engineer, Machine Learning