Machine Learning Engineer
hace 7 días
Overview Machine Learning Engineer - Remote Work at BairesDev We are looking for a Machine Learning Engineer to work remotely. The role involves building and deploying state-of-the-art models, optimizing inference and large-scale deployments, and making LLMs and Transformers run reliably in production with high quality, strong performance, and controlled costs. Join a global team with 4,000+ members, working remotely on roles that drive significant impact worldwide. Responsibilities Design, train, and fine-tune NLP and LLM models. Build and operate production inference services. Implement MLOps to ensure quality and lifecycle management. What we are looking for 3+ years of experience delivering end-to-end NLP and LLM solutions. Strong command of bidirectional Transformer models such as BERT, ALBERT, and RoBERTa. Experience with fine-tuning, LoRA, quantization, distillation, and model evaluation. Experience with LLMs in production, including prompting, structured outputs (JSON schema), RAG (FAISS/Milvus), batch and async inference, and cost/latency monitoring. Strong experience in AWS, including SageMaker (training, endpoints), ECS (GPU instances), S3, Glue, Lambda, Step Functions, and CDK for IaC, or similar services in Azure/GCP. Experience with PyTorch or TensorFlow, PySpark, scikit-learn, pandas, and NumPy. Experience building production-grade APIs with FastAPI or Flask for real-time inference. Solid experience in MLOps, including MLflow/W&B, CI/CD, model registry, drift monitoring, and canary/shadow deployments. Advanced knowledge of SQL databases, data lakes, and search engines such as OpenSearch or Elasticsearch. Advanced proficiency in English. How we make your work (and your life) easier 100% remote – work from anywhere. Excellent compensation in USD or your local currency if preferred. Flexible hours – make your own schedule. Paid parental leave, vacation, and national holidays. Innovative and multicultural work environment. Collaborate and learn from the global Top 1% of talent in each area. Supportive environment with mentorship, promotions, skill development, and diverse growth opportunities. Seniority level Mid-Senior level Employment type Full-time Job function Information Technology Industries IT Services and IT Consulting #J-18808-Ljbffr
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WorkFromHome, Colombia Rappicard A tiempo completoYou may choose to display a cookie banner on the external site. You must specify the message in the cookie banner and may add a link to a relevant policy. If you are unfamiliar with these requirements, please seek the advice of legal counsel.You may choose to display a cookie banner on the external site. You must specify the message in the cookie banner and...
