Data Scientist

hace 2 semanas

Bogotá, Colombia NielsenIQ A tiempo completo

As a Data Scientist on our team, you will:
Design and deploy end-to-end machine learning solutions to solve diverse business challenges such as:

- Structuring and extracting insights from text data
- Inferring product attributes
- Detecting anomalies
- Matching products across catalogs
- Automating visual tasks using computer vision on millions of records

Maintain and optimize existing models to improve performance and maximize business impact

Collaborate cross-functionally with product managers, data analysts, software engineers, DevOps, and solution architects to translate ideas into scalable solutions

Integrate ML models into business processes, working closely with multidisciplinary development teams

Continuously grow your technical expertise, staying up to date with the latest tools, frameworks, and best practices in data science

Document model development workflows to ensure reproducibility and transparency

Communicate complex technical concepts clearly and effectively to non-technical stakeholders throughout the development lifecycle.
**Qualifications**

We’re looking for someone who brings:

- Proficiency in Python and its data science ecosystem (e.g., NumPy, pandas, matplotlib, seaborn, scikit-learn, TensorFlow and/or Keras)
- At least 3-4 years of hands-on experience in data science roles, with a focus on: Natural Language Processing (e.g., categorization, Named Entity Recognition) and Computer Vision (e.g., image classification, object detection)
- Strong coding practices, including writing clean, well-documented, and maintainable code
- Experience with version control systems, such as Git
- Solid understanding of relational databases and SQL
- Excellent communication skills in English, both written and verbal
- Proven ability to collaborate and present to stakeholders with varying levels of technical expertise

Nice to Have

- Experience with Azure ML Workspace or other cloud-based ML platforms
- Experience with LLM tools such as PromptFlow, LangChain, LangGraph
- Familiarity with spaCy and Hugging Face Transformers
- Experience working with architects, test engineers, platform engineers, and other data scientists in a collaborative environment

**Additional Information**

**Our Benefits**

- Flexible working environment
- Volunteer time off
- LinkedIn Learning
- Employee-Assistance-Program (EAP)

**About NIQ**

NIQ is the world’s 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 holistic retail read and the most comprehensive consumer insights—delivered with advanced analytics through state-of-the-art platforms—NIQ delivers the Full View. NIQ is an Advent International portfolio company with operations in 100+ markets, covering more than 90% of the world’s population.

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