Harnham ยท 13 hours ago
Senior Machine Learning Engineer
Harnham is a company focused on advancing construction intelligence through innovative AI solutions. They are seeking a Senior Machine Learning Engineer to lead the development and optimization of NLP systems, focusing on model experimentation and deployment.
Responsibilities
Design, train, and fine-tune LLMs and domain-specific NLP models for text understanding, summarization, and retrieval tasks
Develop scalable data pipelines, embeddings, and vector search systems for unstructured construction data
Integrate RAG (Retrieval-Augmented Generation) systems into production applications
Collaborate cross-functionally with product and platform teams to deliver ML-driven product features end-to-end
Evaluate and optimize model performance for latency, accuracy, and robustness in production environments
Qualification
Required
4+ years of professional industry experience, with at least 2 years focused on NLP
Proven experience training and fine-tuning LLMs and transformer-based architectures (e.g., GPT, BERT, T5, LLaMA)
Proficiency in NLP frameworks and libraries such as Hugging Face Transformers, spaCy, PyTorch, TensorFlow, LangChain, and OpenAI APIs
Experience with search and retrieval technologies including Elasticsearch, Pinecone, Milvus, Weaviate, FAISS, or Vespa
Familiarity with RAG architectures and building context-aware AI systems
Strong programming skills in Python and experience deploying ML models in cloud environments (AWS, GCP, or Azure)
Prior experience in startups or small, fast-paced teams with ownership of full product lifecycles
Benefits
Competitive cash compensation and meaningful equity stake
Health, dental, and vision insurance coverage
Flexible hybrid and remote work options
Unlimited PTO
Company
Harnham
Harnham has actively chosen to focus on Data and Analytics.
H1B Sponsorship
Harnham has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2024 (1)
Funding
Current Stage
Growth StageTotal Funding
unknownKey Investors
BGF Ventures
2022-05-01Seed
Recent News
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