Machine Learning Engineer

Shopfully; Milano; In loco; EUR 40.000 - 60.000; Tempo pieno

Descrizione del lavoro

Join a leading company in Drive To Store solutions as a Machine Learning Engineer in Milano, where you'll develop AI-driven solutions to enhance retail strategies, collaborate with diverse teams, and work on cutting-edge projects transforming the customer experience. Embrace a culture of ambition, truth-seeking, and collaboration while contributing to meaningful advancements in AI.

Competenze

• Experience in Pytorch, Pandas, FastAPI/Flask, and strong software engineering skills.
• Advanced knowledge of NLP and Generative AI, including Transformers and GPT.
• Experience with recommendation engines using deep learning libraries.

Mansioni

• Work independently on data pipelines and process data using SQL and Pandas.
• Design and develop AI solutions from problem definition to deployment.
• Maintain and improve Python codebases following internal coding standards.

Conoscenze

Python

MLOps

NLP

Generative AI

Neural architectures

Recommendation engines

Descrizione del lavoro

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Every day, our ingestion system receives more than 100 million events from our users.

As a Machine Learning Engineer, your mission is to elevate Retail with AI-Driven Solutions.

The final goals are to transform the retail strategy with our AI-powered platform, designed to curate the finest deals and streamline product discovery for consumers, and empower global marketing efforts with automation and personalized content that resonates with shoppers.

Since you will be working in a highly collaborative environment, you will cooperate with Data and Software Engineers, Data Scientists, and Product Managers.

Your mission

Your main responsibilities include:

• Information Extraction and Enrichment from unstructured content
• Data Platform activities (e.g., ETLs, ELTs)
• Multi-Modal Extreme classification
• Semantic Similarity in a Multi-Modal setting
• Recommendation systems

Examples of tasks:

• Work independently on data pipelines, write SQL queries, process data using Pandas, Polars, or Spark, and follow good MLOps practices to develop and deploy AI models serving over 100k predictions daily.
• Design and develop AI solutions from problem definition to deployment, processing unstructured content like images and text to extract valuable data.
• Maintain and improve extensive Python codebases, adhering to internal coding standards.
• Stay updated with advancements in AI, integrating new architectures or open-source models to add value for clients.

What you bring

• Proficient in Python, with experience in Pytorch, Pandas, FastAPI/Flask, HuggingFace ecosystem, and strong software engineering skills.
• Autonomous in building data, modeling, and deployment pipelines (MLOps).
• Advanced knowledge of NLP and Generative AI, including Transformers, GPT, and projects like text classification, NER, caption generation, and unstructured data extraction.
• Solid understanding of neural architectures in Computer Vision, such as YOLO, and experience with Multi-Modal Language and Vision-Language Models.
• Knowledge of Search engines like OpenSearch or Elasticsearch is a plus.
• Experience with recommendation engines (collaborative, content-based, knowledge-based filtering) using deep learning or libraries like Surprise, LightFM, Implicit is beneficial.

Shopfully is a leader in Drive To Store solutions, connecting millions of shoppers with local stores, helping save time and money, and supporting retailers and brands throughout the customer journey.

Reaching over 200 million users globally through websites, apps, publishers, and digital platforms, and partnering with over 500 top retailers and brands across 25 countries, we continue to grow and innovate.

Our recent partnership with Flipp expands our presence into the US and Canadian markets, aiming to revolutionize digital merchandising.

Join our diverse team of over 450 professionals from 30 nationalities, dedicated to reinventing local shopping worldwide.

To feel at home at Shopfully, embody ambition, truth-seeking, collaboration, and speed—striving for high impact, openness, teamwork, and agility.