ML Tech Lead

NielsenIQ; Valladolid; Híbrido; EUR 60.000 - 80.000; Jornada completa

Descripción de la vacante

A leading consumer intelligence company in Valladolid is seeking an experienced ML Team Lead to oversee the development and optimization of machine learning models. The role requires a minimum of 5 years of experience in machine learning and team management. The ideal candidate will have proficiency in Python and cloud platforms, along with excellent communication skills in English and French. This position offers a flexible working environment and various employee benefits.

Servicios

Flexible working environment

Volunteer time off

LinkedIn Learning

Employee-Assistance-Program (EAP)

Formación

• Minimum 5 years in machine learning model management.
• Experience in management and team leadership.
• Excellent communication skills.

Responsabilidades

• Oversee development and optimization of ML models.
• Integrate ML models into company workflows.
• Mentor and manage a team of ML engineers.

Conocimientos

Python proficiency

Machine learning algorithms

Cloud platforms experience

Data engineering workflows

Team management

Fluency in English and French

Herramientas

TensorFlow

PyTorch

Scikit-learn

AWS

GCP

Azure

MLflow

Kubeflow

Spark

Airflow

DataBricks

Descripción del empleo

Overview

Oversee the end-to-end development deployment and optimization of machine learning models and algorithms. Ensure the team’s DevOps best practices and improve the automation of our processes. Lead, mentor and manage a team of ML engineers providing technical guidance and fostering a collaborative team culture. Collaborate with cross-functional teams including data engineering and operations to integrate ML models into the company\'s architecture and workflows. Design and implement scalable machine learning pipelines and systems for production. Ensure the reliability, scalability and efficiency of deployed models through regular monitoring and performance tuning. Stay updated with industry trends, tools and best practices to continuously improve the ML workflow. Create technical documentation, code reviews and ensure adherence to best practices.

Qualifications

Experience — Minimum 5 years of professional experience in developing, deploying and managing machine learning models in production.
Initial experience in management / leading teams is required.

Technical Skills

• Proficiency in Python and its ML libraries / frameworks (e.g. TensorFlow, PyTorch, Scikit-learn).
• Solid understanding of machine learning algorithms, data preprocessing techniques and model evaluation metrics.
• Experience with cloud platforms (e.g. AWS, GCP, Azure) and ML deployment frameworks (e.g. MLflow, Kubeflow).
• Familiarity with data engineering workflows and tools (e.g. Spark, Airflow).
• Good knowledge of DataBricks would be a plus.
• Proven track record of managing and mentoring engineering teams.
• Excellent communication skills and fluency in English and French to effectively collaborate with diverse stakeholders.

Additional Information

• We have a flex working hybrid model - our Teams meet at the office 1 per week.

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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Our commitment to Diversity, Equity and Inclusion

NIQ is committed to reflecting the diversity of the clients and markets we measure within our own workforce. We exist to count everyone and are on a mission to systematically embed inclusion and diversity into all aspects of our workforce measurement and products. We invite candidates who share that mission to join us. We are proud to be an Equal Opportunity / Affirmative Action employer making decisions without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability status, age, marital status, protected veteran status or any other protected class. Our global non-discrimination policy covers these protected classes in every market in which we do business worldwide. Learn more about how we are driving diversity and inclusion in everything we do by visiting the NIQ News Center.

Employment Type: Full-time

Key Skills

Administrative Skills, Facilities Management, Biotechnology, Creative Production, Design And Estimation, Architecture

Experience: years

Vacancy: 1