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Job Title: AI Infra Advisory / Senior Researcher
Job Summary. ----
Lenovo is seeking an Advisory / Senior AI Researcher to lead AI data acceleration
research for enterprise-scale infrastructure data.
This role focuses on scalable data intelligence, time-series forecasting, graph-based
AI, LLM-assisted data processing, and GPU-accelerated computing.
The candidate will convert advanced AI research into production-ready platform
capabilities for Lenovo products and solutions.. Waral dи,
Responsibilities. check 1point3acres for more.
Lead AI data platform research for large-scale enterprise infrastructure data.
Build prediction and forecasting models for time-series signals, operational
metrics, and infrastructure events.
Develop graph-based models to represent entities, dependencies, topology,
and causal relationships across infrastructure systems.
Apply Bayesian networks, causal inference, Markov models, and graph neural
networks for anomaly detection and root-cause localization..--
Use LLMs to automate data cleaning, labeling, metadata generation,
document parsing, quality validation, and knowledge extraction.
Optimize large-scale data pipelines for throughput, latency, reliability,
scalability, and cost efficiency.
Explore GPU-accelerated data processing and model execution to improve. .и
computational efficiency.
Define rigorous evaluation metrics for model accuracy, data quality, system
performance, and business impact.
Collaborate with global research, engineering, product, and business teams
to deliver platform capabilities.. check 1point3acres for more.
Qualifications
Master’s degree or above in Computer Science, Data Science, Statistics,
Mathematics, Engineering, or a related technical field.
Minimum 5 years of hands-on experience in data science, machine learning,
applied AI, or AI platform research.. ----
Strong expertise in machine learning, deep learning, probabilistic modeling,
causal inference, and time-series forecasting.
Strong experience with graph analytics, knowledge graphs, graph databases,
ontology modeling, entity resolution, or graph neural networks.
Strong programming capability in Python, SQL, and distributed data. .и
. .и
processing.
Hands-on experience with Spark, PySpark, SparkSQL, Hadoop, or cloud-
based big data platforms.. 1point3acres.com
Experience with Apache Iceberg, Delta Lake, Hudi, Trino, Presto, or
equivalent lakehouse technologies.
Experience with vector databases, embeddings, semantic search, and LLM-. 1point 3acres
based data workflows.
Experience with CUDA programming, GPU-accelerated computing, NVIDIA. 1point 3acres
libraries, kernel optimization, memory optimization, or GPU performance
profiling.
Experience with Git, Docker, CI/CD, model deployment, monitoring, and
production AI systems.
Strong ability to define ambiguous research problems and deliver measurable
technical outcomes.
Strong English communication skills for technical collaboration with global
teams.
Preferred additional strengths include AI workload benchmarking, vLLM,. Waral dи,
SGLang, TensorRT-LLM, publications, patents, open-source contributions, or
technical leadership in AI data platforms.
补充内容 (2026-07-27 23:50 +08:00):.
抱歉,补充一个重要条件,需要citizenship |