ML Data Pipeline Engineer
Prosiglierecriciúma, BrazilHá 1 dia
Descrição da vagaEvolve our Python-based QC engine that validates data pre- and post-annotation Implement checks for IMU-video time synchronization, sensor health, and measurement consistency Apply digital signal processing techniques to identify sensor failures, connectivity issues, and measurement irregularities. Develop validation logic comparing annotations against sensor data to ensure temporal alignment. Perform ad-hoc analysis on ~1,200+ workout tasks to classify failure modes Identify whether issues stem from pipeline bugs, sensor problems, or annotation errors Prioritize engineering work based on data quality impact and coordinate with annotation team on fixes Maintain and extend our NextJS UI serving annotators, data scientists, and stakeholders Create visualizations (Chart.js) for QC metrics and signal analysis Integrate with LabelStudio annotation interface Strong Python programming skills, particularly for data processing pipelines Experience with time-series data and digital signal processing Comfortable working in Linux environments and deploying / monitoring remote services Ability to debug complex multi-component systems (sensors, video, networks, sync) Data quality mindset : designing validation rules, tracking metrics, investigating anomalies SQL / database experience for managing pipeline metadata Video processing experience (RTSP streams, encoding, OCR) Working with sensor / IoT data and handling connectivity challenges NextJS or modern web frameworks for data tooling DevOps practices : containerization, monitoring, logging, alerting Experience with annotation pipelines and ML training data workflows Background in biomechanics, sports science, or wearable sensors Languages : Python (primary), JavaScript / TypeScript (NextJS UI) Data : IMU sensor streams, video (RTSP), time-series analysis, DSP Tools : LabelStudio, Chart.js, Linux / bash, OCR libraries Infrastructure : Remote deployment, monitoring systems Enjoy detective work : diagnosing why data doesn't match expectations Balance pragmatism with quality : shipping improvements while maintaining reliability Communicate well across technical and non-technical stakeholders Can work autonomously in a small, mission-driven team
We're seeking a Data Pipeline Engineer to own and evolve our exercise recognition training data infrastructure. You'll manage the end-to-end pipeline that collects, synchronizes, validates, and prepares IMU sensor and video data for ML model training.
This role combines systems engineering, data quality automation, and hands-on problem-solving in a production environment.
What You’ll Do
Pipeline Operations & Improvement
- Maintain and enhance our multi-source data collection system : IMU sensors (via mobile app) and synchronized video streams from gym-based cameras.
- Improve video capture software robustness, particularly handling network interruptions and operational monitoring.
- Deploy and monitor services in remote Linux environments with appropriate DevOps practices.
Data Quality & Validation
Analysis & Troubleshooting
Tooling and Visualization
What You Bring
Required
Highly Valued
Tech Stack
You'll Thrive Here If You
Criar um alerta de emprego para esta pesquisa
Data Engineer • criciúma, Brazil
Vagas relacionadas
- Promovida
Data Engineer - Fluent English
ArtefactCriciúma, Santa Catarina, Brazil The current vacancy is for the Brazilian office and we work in a Free Office model.Who we are At Artefact LatAm, we believe in and live a culture based on empathy! A healthy work environment is a p...Mostre maisÚltima atualização: 1 dia atrás
- Promovida
Senior Data Engineer
Pride Globaltubarão, Brazil We're Hiring : Senior Data Engineer | Remote from Brazil | Fluent English required.Are you passionate about building scalable data platforms and cutting-edge MLOps solutions? Do you want to work wit...Mostre maisÚltima atualização: 1 dia atrás
- Promovida
AI Engineer (NLP)
ProsigliereTubarão, Santa Catarina, Brazil We're looking for a Senior ML / AI Engineer to own and evolve our LLM-powered user experience.You'll work directly with our technical co-founder to build, optimize, and monitor agent systems that par...Mostre maisÚltima atualização: 1 dia atrás
- Promovida
Staff ML Engineer
TurnKey Tech Staffingcriciúma, Brazil Niche is the leader in school search.Our mission is to make researching and enrolling in schools easy, transparent, and free.
With in-depth profiles on every school and college in America, 140 milli...Mostre maisÚltima atualização: 1 dia atrás
- Promovida
Ml Data Pipeline Engineer
ProsigliereCriciúma, Santa Catarina, Brasil We're seeking a Data Pipeline Engineer to own and evolve our exercise recognition training data infrastructure.You'll manage the end-to-end pipeline that collects, synchronizes, validates, and prep...Mostre maisÚltima atualização: 1 dia atrás
- Promovida
Data QA Engineer
Microtalent is becoming INSPYR Global SolutionsTubarão, Santa Catarina, Brazil Employment type : Direct Hire – Full-time, with all benefits required by Brazil law Salary range : Competitive and negotiable based on experience Language : Bilingual (Advanced English – excellent ...Mostre maisÚltima atualização: 5 dias atrás
- Promovida
Data Scientist
Progress Rail, A Caterpillar Companytubarão, Brazil Progress Rail’s Uptime team is seeking a talented AI / ML to drive innovation and deliver impactful business solutions through advanced analytics, machine learning, and artificial intelligence.This r...Mostre maisÚltima atualização: 1 dia atrás
- Promovida
- Nova!
Cloud Engineer with Data Platforms Experience
TurnKey Tech Staffingcriciúma, Brazil For more than 30 years, Carnegie has been a leader and innovator in higher education marketing and enrollment strategy, offering groundbreaking services in the areas of Research, Strategy, Digital ...Mostre maisÚltima atualização: 20 horas atrás
- Promovida
Data Engineer
Tata Consultancy ServicesCriciúma, Santa Catarina, Brazil Come to one of the biggest IT Services companies in the world!! Here you can transform your career! Why to join TCS? Here at TCS we believe that people make the difference, that's why we live a cu...Mostre maisÚltima atualização: há mais de 30 dias
- Promovida
Senior Data Engineer
Encora Inc.Criciúma, Santa Catarina, Brazil Important Information Location : Brazil Job Mode : Full-time Work Mode : Work from home Job Summary We are looking for a Senior Data Engineer with deep expertise in building, optimizing, and manag...Mostre maisÚltima atualização: 5 dias atrás
- Promovida
Data Engineer | Azure Data Platform (Remote)
Neo BI SolutionTubarão, Santa Catarina, Brazil We’re expanding our Data Platform Operations team and looking for an experienced Data Engineer with strong Azure administration and software engineering skills.
This role combines operational...Mostre maisÚltima atualização: 1 dia atrás
- Promovida
ML Data Pipeline Engineer
ProsigliereTubarão, Santa Catarina, Brazil We're seeking a Data Pipeline Engineer to own and evolve our exercise recognition training data infrastructure.You'll manage the end-to-end pipeline that collects, synchronizes, validates, and prep...Mostre maisÚltima atualização: 3 dias atrás
- Promovida
Aws Developer (Data Lake)
MetaCriciúma, Santa Catarina, Brasil We are seeking a Senior AWS Developer to support the design and implementation of a large-scale data lake and analytics platform within a leading financial institution.
The ideal candidate will demo...Mostre maisÚltima atualização: 2 dias atrás
- Promovida
AWS Developer (Data Lake)
Metatubarão, Brazil We are seeking a Senior AWS Developer to support the design and implementation of a large-scale data lake and analytics platform within a leading financial institution.
The ideal candidate will demo...Mostre maisÚltima atualização: 1 dia atrás
- Promovida
Senior Infrastructure Linux Engineer (L2 | Production | Market Data | Remote | Brazil)
Amaris Consultingtubarão, Brazil Amaris Consulting is an independent technology consulting firm with a global footprint, bringing together diverse talents from various backgrounds to deliver innovative solutions to clients worldwi...Mostre maisÚltima atualização: 1 dia atrás
- Promovida
AI Gateway Engineer
AVM Consulting Inccriciúma, Brazil The ideal candidate will have hands-on experience with AI or API gateways, a strong background in backend development, and expertise in deploying and optimizing AI / ML models in a production environ...Mostre maisÚltima atualização: 1 dia atrás
- Promovida
Azure Data Engineer
Tata Consultancy Servicescriciúma, Brazil Come to one of the biggest IT Services companies in the world!! Here you can transform your career!.Why to join TCS? Here at TCS we believe that people make the difference, that's why we live a cul...Mostre maisÚltima atualização: 1 dia atrás
- Promovida
Sr. Data Engineer
Teclacriciúma, Brazil Native / Bilingual English is required for this role (read / written / spoken).Please upload your CV Resume in English.Our partner is looking for a hands-on and entrepreneurial Data Engineer to build and...Mostre maisÚltima atualização: 1 dia atrás