Senior Data Scientist / Ml Engineer

Luxoft; Jaguariúna; Presencial; BRL 80.000 - 120.000; Tempo integral

Resumo da oferta

A tech consultancy in São Paulo is seeking an experienced Data Engineer with expertise in Machine Learning and a solid understanding of search engines. The candidate will design and optimize semantic and vector-based search solutions, develop scalable data pipelines, and integrate ML models into production systems. Preferred qualifications include strong programming skills in Java and Python, plus extensive knowledge of Lucene, Solr, and Elasticsearch. This opportunity is perfect for someone with a passion for search technologies and data science.

Qualificações

• 5+ years of experience in Data Science or Machine Learning Engineering, focused on Information Retrieval.
• Strong programming experience in Java and Python at a production level.
• Deep knowledge of Lucene, Apache Solr, or Elasticsearch.
• Experience with Vector Databases, Embeddings, and Semantic Search techniques.
• Solid understanding of software engineering best practices.

Responsabilidades

• Design, develop, and optimize search solutions leveraging Lucene / Solr.
• Apply machine learning and deep learning techniques to improve search relevance.
• Develop scalable data pipelines and APIs for indexing and retrieval.
• Integrate ML models and search capabilities into production systems.
• Evaluate and monitor search performance metrics.

Conhecimentos

Data Science

Machine Learning

Information Retrieval

Java

Python

Lucene

Apache Solr

Elasticsearch

NLP techniques

CI/CD

Descrição da oferta de emprego

Project Description

The primary goal of the project is the modernization, maintenance and development of an eCommerce platform for a big US-based retail company, serving millions of omnichannel customers each week.

Solutions are delivered by several Product Teams focused on different domains - Customer, Loyalty, Search and Browse, Data Integration, Cart.

Current overriding priorities are new brands onboarding, re-architecture, database migrations, migration of microservices to a unified cloud-native solution without any disruption to business.

Responsibilities

We are looking for an experienced Data Engineer with Machine Learning expertise and good understanding of search engines, to work on the following :

• Design, develop, and optimize semantic and vector-based search solutions leveraging Lucene / Solr and modern embeddings.
• Apply machine learning, deep learning, and natural language processing techniques to improve search relevance and ranking.
• Develop scalable data pipelines and APIs for indexing, retrieval, and model inference.
• Integrate ML models and search capabilities into production systems.
• Evaluate, fine‑tune, and monitor search performance metrics.
• Collaborate with software engineers, data engineers, and product teams to translate business needs into technical implementations.
• Stay current with advancements in search technologies, LLMs, and semantic retrieval frameworks.

Mandatory Skills Description

5+ years of experience in Data Science or Machine Learning Engineering, with a focus on Information Retrieval or Semantic Search.

Strong programming experience in both Java and Python (production-level code, not just prototyping).

Deep knowledge of Lucene, Apache Solr, or Elasticsearch (indexing, query tuning, analyzers, scoring models).

Experience with Vector Databases, Embeddings, and Semantic Search techniques.

Strong understanding of NLP techniques (tokenization, embeddings, transformers, etc.).

Experience deploying and maintaining ML / search systems in production.

Solid understanding of software engineering best practices (CI / CD, testing, version control, code review).

Languages

English : B2 Upper Intermediate