Machine Learning Engineer

2 semanas atrás


São Paulo, Brasil BairesDev Tempo inteiro

Machine Learning Engineer - Remote Work role at BairesDev BairesDev has been leading technology projects for over 15 years, delivering cutting‑edge solutions to giants such as Google and innovative startups in Silicon Valley. Responsibilities Design, train, and fine‑tune NLP and LLM models. Build and operate production inference services. Implement MLOps pipelines to ensure quality, lifecycle management, and low latency. Optimize inference performance and control costs for large‑scale deployments. Qualifications 3+ years of experience delivering end‑to‑end NLP and LLM solutions. Strong knowledge of bidirectional Transformer models (BERT, ALBERT, RoBERTa). Proficiency with fine‑tuning, LoRA, quantization, distillation, and model evaluation. Experience deploying LLMs in production with prompting, structured outputs (JSON schema), RAG (FAISS/Milvus), batch and async inference, and cost/latency monitoring. Hands‑on experience with AWS services (SageMaker, ECS, S3, Glue, Lambda, Step Functions, CDK) or equivalent on Azure/GCP. Background in PyTorch or TensorFlow, PySpark, scikit‑learn, pandas, and NumPy. Experience building production‑grade APIs with FastAPI or Flask for real‑time inference. Solid MLOps experience with MLflow/W&B, CI/CD, model registry, drift monitoring, and canary/shadow deployment. Advanced knowledge of SQL databases, data lakes, and search engines such as OpenSearch or Elasticsearch. Advanced proficiency in English. Benefits 100% remote – work from anywhere. Competitive compensation in USD or local currency. Flexible hours and paid time off, including parental leave and national holidays. Innovative and multicultural work environment. Collaboration with top‑tier global talent and mentorship. Opportunities for career growth, promotions, and skill development. Seniority level : Mid‑Senior levelEmployment type : Full‑timeJob function : Information TechnologyIndustries : IT Services and IT Consulting Apply now Join a global team where your unique talents can truly thrive and make a significant impact. #J-18808-Ljbffr


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