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Elsevier

Senior ML Ops Engineer

Philadelphia, PA · On-site

$112K - $179K/yr

About the team, this team that powers Elsevier's Health platforms: Clinical Key AI, Sherpath AI ... Develop and manage CI/CD for ML, including automated data validation, model testing, and deployment.

Elsevier

Senior Site Reliability Engineer

Philadelphia, PA · On-site

$123K - $197K/yr

Managing and optimizing cross-portfolio cloud infrastructure, leveraging AWS services and supported ... Elsevier employs 10,000people worldwide, including over 2,500 technologists. We have supported the ...

Elsevier

Senior ML Ops Engineer

Philadelphia, PA · On-site

$112K - $179K/yr

About the team, this team that powers Elsevier's Health platforms: Clinical Key AI, Sherpath AI ... Collaboration * Partner with Subject-Matter Experts, Product Managers, Data Scientists and ...

Elsevier

Senior Director UX Research

Raleigh, NC · On-site

$118K - $219K/yr

The Global UX team at Elsevier is a diverse, multidisciplinary group of designers, researchers, and ... Commission and manage external research partners and agencies as required. Requirements:

Elsevier

Software Engineering Lead

Andover, MA · On-site

$115K - $192K/yr

Experience mentoring or line managing engineers, including supporting performance, development, and ... With the Elsevier Foundation and our external Inclusion & Diversity Advisory Board, we work in ...

Elsevier

Senior Director UX Research

Philadelphia, PA · On-site

$118K - $219K/yr

The Global UX team at Elsevier is a diverse, multidisciplinary group of designers, researchers, and ... Commission and manage external research partners and agencies as required. Requirements:

Elsevier

Sr Product Mgr I, Innovation

New York, NY · On-site

$125K - $209K/yr

Elsevier is launching Embedded Innovation Squads to help teams across the organization benefit from ... We are looking for a Senior Product Manager to join an Innovation Squad and lead discovery ...

Elsevier

Sr Product Mgr I, Innovation

New York, NY · Remote

$125K - $209K/yr

Elsevier is launching Embedded Innovation Squads to help teams across the organization benefit from ... We are looking for a Senior Product Manager to join an Innovation Squad and lead discovery ...

Elsevier

Business Program Manager

Philadelphia, PA · On-site

$149K - $239K/yr

Business Program Manager Are you excited about delivering strategic programs that create measurable ... At Elsevier, your work contributes to solving global challenges and building a more sustainable ...

New

Elsevier

Job Title: Software Engineering Manager, AI Platform How have you helped a team deliver complex ... At Elsevier, we know that your wellbeing and happiness are key to a long and successful career.

Elsevier

Business Program Manager

Charleston, WV · On-site

$149K - $239K/yr

Business Program Manager Are you excited about delivering strategic programs that create measurable ... At Elsevier, your work contributes to solving global challenges and building a more sustainable ...

New

Elsevier

Business Program Manager

Washington, DC · On-site

$149K - $239K/yr

Business Program Manager Are you excited about delivering strategic programs that create measurable ... At Elsevier, your work contributes to solving global challenges and building a more sustainable ...

New

RELX

Account Manager

New York, NY · On-site

$121K - $201K/yr

Account Manager About our Team Elsevier is a global information analytics company that helps institutions and professionals progress science, advance healthcare and improve performance for the ...

RELX

Customer Success Manager

New York, NY · On-site +1

$103K - $165K/yr

Customer Success Manager About our Team Elsevier is a global information analytics company that helps institutions and professionals progress science, advance healthcare and improve performance for ...

RELX

Account Manager

Philadelphia, PA · On-site

$121K - $201K/yr

Account Manager About our Team Elsevier is a global information analytics company that helps institutions and professionals progress science, advance healthcare and improve performance for the ...

Elsevier

Executive Assistant

Medford, MA

$48K - $81K/yr

At Elsevier, we collaborate with leading academics, researchers, and practitioners across Science ... team, to manage administrative activities and projects and ensure the smooth running of the ...

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Senior ML Ops Engineer

Elsevier

Philadelphia, PA • On-site

$112K - $179K/yr

Full-time

Posted 3 days ago

Job description

Are you a collaborative Machine Learning Ops Engineer looking to work for a mission driven global organization?
Are you looking to drive cutting edge products that have a true societal impact?
About the team, this team that powers Elsevier's Health platforms: Clinical Key AI, Sherpath AI, and AI-driven automated clinical and content workflows. You will bridge Data Science and Engineering to turn experimental NLP/IR/GenAI models into secure, reliable, and scalable services. Our systems operate over one of the world's largest medical and scholarly landscapes.
About the role, as a Senior Machine Learning Engineer you'll work on AI-based features (GenAI, Agentic AI, RAG, etc.) search/ranking quality, and knowledge graph aware retrieval while enforcing content rights and editorial confidentiality.
Key Responsibilities
ML & LLM Engineering, Search and Recommendation Engines
  • Automate and orchestrate machine learning workflows across major cloud and AI platforms (AWS, Azure, Databricks, and foundation model APIs such as OpenAI).
  • Maintain and version model registries and artifact stores to ensure reproducibility and governance.
  • Develop and manage CI/CD for ML, including automated data validation, model testing, and deployment.
  • Implement ML Engineering solutions using popular MLOps platforms such as AWS SageMaker, MLflow, Azure ML.
  • Scale end-end custom Sagemaker pipelines.
  • Design and implement the engineering components of GAR+RAG systems (e.g., query interpretation and reflection, chunking, embeddings, hybrid retrieval, semantic search), manage prompt libraries, guardrails and structured output for LLMs hosted on Bedrock/SageMaker or self-hosted.
  • Design and implement ML pipelines that utilize Elasticsearch/OpenSearch/Solr, vector DBs, and graph DBs .
  • Build evaluation pipelines: offline IR metrics (NDCG, MAP, MRR), LLM quality metrics (faithfulness, grounding), and A/B testing.
  • Optimize infrastructure costs through monitoring, scaling strategies, and efficient resource utilization.
  • Stay current with the latest GAI research, NLP and RAG and apply the state-of-the-art in our experiments and systems.

Collaboration
  • Partner with Subject-Matter Experts, Product Managers, Data Scientists and Responsible AI experts to translate business problems into cutting edge data science solutions
  • Collaborate and interface with Operations Engineers who deploy and run production infrastructure.

Qualifications
  • Current experience in ML Engineering, MLOps platforms, shipping ML or search/GenAI systems to production.
  • Strong Python, Java, and/or Scala experience will be considered a plus.
  • Hands-on- experience with major cloud vendor solutions (AWS, Azure and/or Google)
  • Experience with Search/vector/graph technologies (e.g., Elasticsearch / OpenSearch / Solr / Neo4j).
  • Experience in evaluating LLM models.
  • A strong understanding of the Data Science Life Cycle including feature engineering, model training, and evaluation metrics.
  • Background in health technology and/or medical content workflows is preferred.
  • Familiarity with ML frameworks, e.g., PyTorch, TensorFlow, PySpark.
  • Experience with large-scale data processing systems, e.g., Spark.
  • Experience with statistical analysis, machine learning theory and natural language processing.

Elsevier is a renowned global information analytics company that primarily focuses on providing scientific, technical, and medical (STM) research content, tools, and services. It is one of the largest publishers of academic journals and scholarly literature in the world. Elsevier operates in various domains, including science, technology, medicine, social sciences, and more. They publish a vast number of peer-reviewed journals covering a wide range of disciplines. These journals act as platforms for researchers and academics to share their findings and contribute to the advancement of knowledge in their respective fields.
U.S. National Base Pay Range: $95,300 - $158,800. Geographic differentials may apply in some locations to better reflect local market rates.If performed in Maryland, the base pay range is $100,100 - $166,800.If performed in New Jersey, the base pay range is $112,574 - $179,826.This job is eligible for an annual incentive bonus.
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