Senior Staff Machine Learning Scientist - NLP

November 23, 2024

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EcoVadis

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EcoVadis is a SaaS company that offers sustainability intelligence solutions for companies of any size and industry, focused on managing ESG risk, compliance, and corporate sustainability goals. The platform provides services like sustainability ratings, risk mapping, carbon management, and due diligence to help companies improve their sustainability performance. EcoVadis covers over 180 countries and 220 industries, offering detailed insights to support supply chain sustainability and compliance with global regulations. The company also provides resources such as the EcoVadis Learning Academy to help companies meet specific sustainability targets, including net-zero carbon goals. EcoVadis serves a broad range of industries, including finance, pharmaceuticals, consumer goods, and more.

Responsible Sourcing • Corporate Social Responsibility • Sustainability • Supply Chain • Sustainable Procurement

1001 - 5000 employees

Founded 2007

☁️ SaaS

📋 Compliance

🏢 Enterprise

💰 Secondary Market on 2022-11

📋 Description

• Looking for a highly motivated Senior Staff Machine Learning Scientist (NLP) • Responsible for using machine learning and natural language processing to drive innovation across the organization • Accelerating positive impact on our planet and society • Innovating by adapting new machine learning algorithms and recent advances in generative AI • Leading functional teams and projects to accelerate the adoption of technology and AI within the organization • Building, benchmarking, and maintaining machine learning models • Leveraging Python, MLflow, Azure stack (e.g., Azure cloud, Azure ML, Azure Data Factory) and Databricks to deliver end-to-end solutions • Staying in close contact with customers to evaluate their needs and recommend solutions that increase customer satisfaction and drive business value • Staying on top of technology trends in AI

🎯 Requirements

• PhD degree in quantitative discipline (e.g., Statistics/Applied Math, Artificial Intelligence, Computer Science, Data Science) • 10+ years of overall experience in machine learning and NLP • Experience in leading end-to-end NLP projects, from design to implementation to integration, and applying best software development practices • Expert knowledge of machine learning from forecasting to architectures used in NLP, such as transformers and RNN models, conversational AI and NLP (e.g., question answering, information retrieval, machine translation) with a proven track record in industry and academia • Advanced knowledge of ML frameworks and libraries (e.g., TensorFlow, PyTorch) • Excellent mentoring skills and accountability for high quality and timely delivery of the initiatives they lead • Experience in publishing at top-tier NLP conferences (e.g., ACL, EMNLP) and contribution to open source software development is considered a plus • Experience of cross-functional collaboration in the development of AI-powered products and services (e.g., Engineers, Product Managers) is a plus

🏖️ Benefits

• Casual and very friendly work environment • Hybrid work organization (from the office or from home) • Flexible working hours • Home office allowance program • IT equipment allowance • Working from anywhere policy • Opportunity to work in a truly international atmosphere • Base salary + variable compensation plan • GRSP and TFSA matching program available • Meals and Transportation Vouchers (Cobee card) • Health, Wellness, and Dental Benefits • Employee referral bonus policy • Paid employee volunteer day • Paid moving day (1/year) • Access to online learning library • Virtual and in-person team building events • Co working space with various services + opportunity to work in different locations (Europe and International)