Job Description
Insight Global is seeking a team of experienced, driven Machine Learning Engineer to join an established health technology company sitting remotely in the PST or CST time zone. This is a full-time, permanent role with competitive salary, bonus, and comprehensive benefits.
In this role you'll need:
Deep Learning Frameworks: Hands-on experience with PyTorch (main focus) and familiarity with TensorFlow.
Large-Scale Model Training: Exposure to advanced training techniques like Distributed Data Parallel (DDP), Fully Sharded Data Parallel (FSDP), ZeRO, and model parallelism (pipeline/tensor). Experience with distributed training is a strong plus.
Model Optimization: Skilled in improving model performance through techniques like quantization (PTQ, QAT, AWQ, GPTQ), pruning, knowledge distillation, KV-cache tuning, and using efficient attention mechanisms like Flash Attention.
Scalable Model Serving: Understanding of how to deploy models at scale, including autoscaling, load balancing, streaming, batching, and caching. Comfortable working alongside platform engineers to build robust serving pipelines.
Data & Storage Systems: Proficient with both SQL and NoSQL databases, vector databases (e.g., FAISS, Milvus, Pinecone, pgvector), and data formats like Parquet and Delta. Familiar with object storage systems.
Code Quality: Writes efficient, clean, and maintainable code with a focus on performance.
End-to-End ML Lifecycle: Solid grasp of the full machine learning workflow-from data collection and model training to deployment, inference, optimization, and evaluation.
We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to [email protected] learn more about how we collect, keep, and process your private information, please review Insight Global's Workforce Privacy Policy:
Skills and Requirements
-Demonstrated success delivering high-throughput, low-latency ML services with reliability and cost improvements.
-Experience collaborating across Research, Platform/Infra, Data, and Product functions.
-Bachelors in computer science, Electrical/Computer Engineering, or a related field required; Master's preferred (or equivalent industry experience).
-Strong systems/ML engineering with exposure to distributed training and inference optimization.
Sabre Corporation is a leading technology provider to the global travel and tourism industry. Headquartered in Southlake, Texas, USA, Sabre operates offices in approximately 60 countries around the world. At Sabre, we make travel happen. Positioned at the center of the...
...spedes? Eres detallista y te enorgulleces de brindar un excelente servicio? Estamos... ...crecimiento : Proporcionamos capacitacin en el trabajo y apoyamos el crecimiento profesional... ...con mantener altos estndares de limpieza. Capacidad para realizar tareas fsicas...
...Public Relations Account Manager(This position will be based out of our Syracuse, New York or Rochester, New York office) Were looking for a talented Public Relations Account Manager to join our growing team at PHG! As a Public Relations Account Manager, you...
...About the Job: Join the Urban Nirvana Team! Are you a massage therapist looking for a relaxed, flexible environment where you can grow... ...with other therapists and estheticians for seamless client experiences. Keep massage rooms tidy and welcoming for each guest....
About UsGreat Lakes Christian Homes, part of Greencroft Communities, is a senior living community committed to compassionate, resident-focused care. Were seeking a welcoming and organized Receptionist to be the face of our campus and support key administrative functions...