Senior Research Scientist
Job Summary
Research evaluate and adapt state-of-the-art techniques to solve large-scale AI problems.
Lead the development and application of machine learning innovations to complex business challenges with minimal supervision.
Drive innovation in Information Retrieval Product Matching Recommendation Systems NLP and Generative AI.
Assess the applicability of emerging research and identify opportunities for adoption across multiple business initiatives.
Design and conduct advanced experiments and feasibility studies to guide technical strategy.
Develop scalable reproducible and maintainable machine learning solutions and research frameworks.
Collaborate with Applied AI and Engineering teams to enable adoption of research outcomes.
Mentor and support other scientists and contribute to the technical growth of the team.
Lead or contribute to scientific publications patents and conference submissions.
Communicate technical vision research findings and strategic recommendations to stakeholders across technical and business functions.
Promote engineering excellence scientific rigor and best practices across research initiatives.
Qualifications :
Masters or PhD in Computer Science Artificial Intelligence Machine Learning Mathematics Physics or a related quantitative discipline.
7 years of experience in Machine Learning Deep Learning or AI research.
Demonstrated expertise in training transformer-based models for Information Retrieval Recommendation Systems Product Matching NLP or related domains.
Experience training custom SLMs and /or small reasoning models.
Advanced experience with Python PyTorch Hugging Face Pandas Scikit-learn and Git.
Strong experience with Transformer architectures embeddings and representation learning.
Experience with vector databases (e.g. FAISS ChromaDB Pinecone) and retrieval-based systems.
Ability to understand evaluate and extend ideas from scientific literature.
Strong analytical problem-solving stakeholder management and communication skills.
Proven ability to independently drive research initiatives from concept through adoption.
Good to Have
PhD in a relevant field.
Publications in leading conferences (e.g. ACL EMNLP SIGIR KDD NeurIPS ICML ICLR RecSys).
Experience mentoring researchers or leading technical initiatives.
Experience with RAG architectures LLMs and agent-based frameworks.
Experience with Knowledge Graphs.
Experience in retail consumer intelligence ecommerce or FMCG domains.
Experience with Databricks SQL Elasticsearch.
Additional Information :
Salary: gross per year. This role might also be eligible for a performance-based bonus. Placement within the range will depend on objective criteria including experience skills and internal equity considerations. We are committed to equal pay and pay transparency. Remuneration decisions are made using gender-neutral and objective criteria.
Our Benefits
- Flexible working environment
- Volunteer time off
- LinkedIn Learning
- Employee-Assistance-Program (EAP)
NIQ may utilize artificial intelligence (AI) tools at various stages of the recruitment process including résumé screening candidate assessments interview scheduling job matching communication support and certain administrative tasks that help streamline workflows. These tools are intended to improve efficiency and support fair and consistent evaluation based on job-related criteria. All use of AI is governed by NIQs principles of fairness transparency human oversight and inclusion. Final hiring decisions are made exclusively by humans. NIQ regularly reviews its AI tools to help mitigate bias and ensure compliance with applicable laws and regulations. If you have questions require accommodations or wish to request human review were permitted by law please contact your local HR representative. For more information please visit NIQs AI Safety Policies and Guiding Principles: NIQ
NIQ is the worlds leading consumer intelligence company delivering the most complete understanding of consumer buying behavior and revealing new pathways to 2023 NIQ combined with GfK bringing together the two industry leaders with unparalleled global reach. With a holistic retail read and the most comprehensive consumer insightsdelivered with advanced analytics through state-of-the-art platformsNIQ delivers the Full View. NIQ is an Advent International portfolio company with operations in 100 markets covering more than 90% of the worlds population.
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Our commitment to Diversity Equity and Inclusion
At NIQ we are steadfast in our commitment to fostering an inclusive workplace that mirrors the rich diversity of the communities and markets we serve. We believe that embracing a wide range of perspectives drives innovation and excellence. All employment decisions at NIQ are made without regard to race color religion sex (including pregnancy sexual orientation or gender identity) national origin age disability genetic information marital status veteran status or any other characteristic protected by applicable laws. We invite individuals who share our dedication to inclusivity and equity to join us in making a meaningful impact. To learn more about our ongoing efforts in diversity and inclusion please visit the Work :
No
Employment Type :
Full-time
About Company
NIQ is the worlds leading consumer intelligence company, delivering the most complete understanding of consumer buying behavior and revealing new pathways to growth. In 2023, NIQ combined with GfK, bringing together the two industry leaders with unparalleled global reach. With a holi ... View more