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Machine Learning Engineer

hace 3 semanas


WorkFromHome, Colombia BairesDev A tiempo completo

Join to apply for the Machine Learning Engineer - Remote Work role at BairesDev 2 days ago Be among the first 25 applicants Get AI-powered advice on this job and more exclusive features. At BairesDev®, we've been leading the way in technology projects for over 15 years. We deliver cutting‑edge solutions to giants like Google and the most innovative startups in Silicon Valley. Our diverse 4,000+ team, composed of the world's Top 1% of tech talent, works remotely on roles that drive significant impact worldwide. When you apply for this position, you're taking the first step in a process that goes beyond the ordinary. We aim to align your passions and skills with our vacancies, setting you on a path to exceptional career development and success. Machine Learning Engineer at BairesDev The core challenge of this role is working with 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. Your impact will be direct: you'll design and operate solutions that power key products, handling large datasets and demanding requirements. What You’ll Do 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. Paid parental leave, vacation, & 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. Join a global team where your unique talents can truly thrive and make a significant impact Apply now Seniority level Mid‑Senior level Employment type Full‑time Job function Information Technology Industries IT Services and IT Consulting Referrals increase your chances of interviewing at BairesDev by 2x #J-18808-Ljbffr