[Remote] Staff Data Scientist | NLP

Note: The job is a remote job and is open to candidates in USA. Machinify is a leading healthcare intelligence company with expertise across the payment continuum, delivering unmatched value, transparency, and efficiency to health plan clients across the country. We're hiring a Data Scientist focused on natural language processing to build models that turn unstructured text into product features and business insight.

Responsibilities

• Design and train NLP models for tasks like classification, entity extraction, retrieval, summarization, and semantic search
• Fine-tune and evaluate LLMs (open-source and API-based); build RAG pipelines and agentic workflows where appropriate
• Build robust evaluation harnesses — offline metrics, human-in-the-loop review, and online A/B tests
• Partner with ML engineers to productionize models (latency, cost, monitoring, drift detection)
• Turn ambiguous product questions into well-scoped ML problems and communicate tradeoffs clearly to non-technical stakeholders

Skills

• 3+ years of applied ML experience with a meaningful portion in NLP
• Strong Python and the modern NLP stack: PyTorch or JAX, Hugging Face Transformers, spaCy, sentence-transformers
• Hands-on experience fine-tuning transformer models (LoRA/QLoRA, instruction tuning, preference optimization) and/or building production RAG systems
• Solid grounding in evaluation: knows the difference between BLEU/ROUGE/BERTScore/LLM-as-judge and when each is misleading
• Comfortable with SQL, vector databases (pgvector, Pinecone, Weaviate, or similar), and one major cloud (AWS/GCP/Azure)
• Clear written and verbal communication; can defend a modeling choice and also admit when a heuristic beats a model
• Publications at ACL/EMNLP/NAACL/NeurIPS or strong open-source contributions
• Experience with multilingual NLP, speech, or multimodal models
• Background shipping LLM features in a regulated domain (healthcare, finance, legal)

Benefits

• Work from anywhere in the US! Machinify is digital-first.
• Top Medical/Dental/Vision offerings
• FSA/HSA
• Tuition reimbursement
• Competitive salary, 401(k) with company match
• Unlimited PTO
• Additional health and wellness benefits and perks
• Flexible and trusting environment where you’ll feel empowered to do your best work

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