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ML Engineer - Job Opportunity at ALSTOM

Saint-Ouen, France
Full-time
Entry-level
Posted: March 20, 2025
On-site
EUR 45,000 - 60,000 annually for entry-level ML Engineering role in France, with potential for higher based on experience and performance

Benefits

Career development through award-winning learning programs
Global mobility opportunities across 63 countries
Fair and dynamic compensation package tied to performance
Long-term career stability in sustainable transportation sector
Collaborative work environment with cross-functional exposure

Key Responsibilities

Design and implement end-to-end ML pipelines including data processing, modeling, and deployment
Develop advanced NLP solutions including chatbots and RAG systems
Create and maintain data visualization dashboards for stakeholder communication
Establish data quality frameworks and governance standards
Lead cross-functional collaboration for AI solution deployment
Implement vector database solutions for large-scale data retrieval
Drive data science initiatives using cutting-edge tools and frameworks

Requirements

Education

Bachelor's or Master's degree in Computer Science, Data Science, or related field

Experience

At least 1 year of experience in data science, machine learning, NLP, computer vision, or software engineering

Required Skills

Python, R, or SQL programming Experience with Pandas, NumPy, scikit-learn, pytorch, tensorflow, openCV NLP libraries knowledge (NLTK, spaCy, langchain, huggingface) Data visualization (Matplotlib, Seaborn, Plotly, PowerBI) Strong problem solving skills Excellent communication and collaboration skills Knowledge of LLM concepts and RAG pipeline architecture Familiarity with cloud platforms like Azure Machine Learning, Dataiku
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Sauge AI Market Intelligence

Industry Trends

The transportation sector is experiencing rapid AI adoption for optimizing operations and maintenance, creating strong demand for ML engineers with domain expertise. Rising focus on sustainable transportation solutions is driving investment in AI-powered efficiency improvements. Integration of LLMs and conversational AI in industrial applications is becoming a key differentiator for transportation companies.

Role Significance

Likely part of a specialized AI/ML team of 5-10 members within a larger digital transformation division
Entry to mid-level position with significant potential for growth, focusing on implementing AI solutions in transportation infrastructure

Key Projects

Implementation of predictive maintenance systems for railway equipment Development of passenger flow optimization algorithms Creation of conversational AI solutions for customer service Environmental impact reduction through AI-powered efficiency improvements

Success Factors

Deep understanding of ML frameworks and ability to implement practical solutions Strong foundation in Python and data science libraries Ability to collaborate across departments and communicate technical concepts clearly Understanding of transportation industry challenges and opportunities

Market Demand

High demand with strong growth trajectory due to transportation sector's digital transformation and focus on AI-driven solutions

Important Skills

Critical Skills

Strong Python programming skills for implementing ML solutions Understanding of LLMs and RAG architectures for next-generation AI applications Data pipeline development and optimization capabilities

Beneficial Skills

Knowledge of transportation industry dynamics Experience with cloud platforms and MLOps Understanding of sustainability metrics and environmental impact assessment

Unique Aspects

Opportunity to work on sustainable transportation solutions with global impact
Access to large-scale industrial data and real-world AI applications
Combination of traditional infrastructure and cutting-edge AI technology

Career Growth

2-3 years to senior level with demonstrated project success, 4-5 years to technical lead positions

Potential Next Roles

Senior ML Engineer AI Technical Lead Data Science Manager AI Solutions Architect

Company Overview

ALSTOM

Alstom is a global leader in sustainable mobility solutions with over 80,000 employees worldwide

Industry leader in rail transportation with strong focus on innovation and sustainability
Major presence in France with significant European operations and global reach
Innovation-focused environment with emphasis on sustainability and technological advancement
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