Senior Data Engineer II
LexisNexis
- Raleigh, North Carolina, United States
- Raleigh, North Carolina, United States
À propos
Pipelines & preprocessing: scalable cleaning, OCR / layout normalization, early quality gating. Labeling + active learning loop: strategic sampling, quality scoring, continuous feedback integration. Training & inference engineering: sample automation, feature generation, resource orchestration, reliability & monitoring. Serving & optimization: multi-model routing, caching / indexing, elastic scaling, performance & cost efficiency. Requirements:
Bachelor's or above in Computer Science, Software Engineering, Information Systems, Data Engineering or related. 5+ years of experience in data / platform or backend engineering; practical ML or multimodal data project exposure. Strong experience with data modeling, batch / streaming processing, distributed systems fundamentals. Experienced with data cleaning & format transformation; multimodal sample construction & efficient storage. Strong understanding multimodal training data patterns: balancing, segmentation, structural tagging, negative samples & quality metrics. Experienced observability: integrated logs / metrics / tracing closed loop. SQL, data warehousing, object storage, columnar & vector index structures. Demonstrates robust Python experience (data processing, concurrency / async, performance profiling, packaging & environment isolation). Linux CLI & bash scripting: files / permissions / processes, network & IO diagnostics, automation and troubleshooting. Nice to Have:
Experience with cloud-based data platforms (e.g., AWS, GCP, Azure) for large-scale machine learning workflows. Familiarity with MLOps tools and practices (e.g., MLflow, Kubeflow, Airflow) for U.S. National Base Pay Range: $95,300 - $158,800. Geographic differentials may apply in some locations to better reflect local market rates.This job is eligible for an annual incentive bonus. We know your well-being and happiness are key to a long and successful career. We are delighted to offer country specific benefits. Click here to access benefits specific to your location. We are committed to providing a fair and accessible hiring process. If you have a disability or other need that requires accommodation or adjustment, please let us know by completing our Applicant Request Support Form or please contact 1-855-833-5120. Criminals may pose as recruiters asking for money or personal information. We never request money or banking details from job applicants. Learn more about spotting and avoiding scams here Please read our Candidate Privacy Policy. We are an equal opportunity employer: qualified applicants are considered for and treated during employment without regard to race, color, creed, religion, sex, national origin, citizenship status, disability status, protected veteran status, age, marital status, sexual orientation, gender identity, genetic information, or any other characteristic protected by law. USA Job Seekers:
Compétences linguistiques
- English
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