Machine Learning Engineer 1 & 2 - Systems

EvenUp is on a mission to close the justice gap using technology and AI. They are looking for an early career Data Scientist / Machine Learning Engineer to join their AI R&D team, focusing on developing and deploying models that enhance their claims-intelligence platform.ResponsibilitiesModel research & prototyping – Explore, implement, and benchmark ML/NLP/generative-AI methods (e.g., LLM fine-tuning, retrieval-augmented generation, document understanding)Data preparation & feature engineering – Clean, annotate, and transform structured and unstructured case data; build reusable datasets and data loadersExperimentation workflow – Design experiments, run A/B tests, analyze results, and communicate findings to the wider product and engineering teamsProductionization – Help integrate models into our microservices architecture; collaborate with MLOps engineers on packaging, testing, monitoring, and scalingCross-functional collaboration – Pair with product managers, legal analysts, and software engineers to translate pain points into ML solutions and measurable product improvementsContinuous learning – Stay current with research in LLMs, representation learning, and prompt engineering; share insights through internal talks and docsSkillsPh.D., M.S. or B.S. in Computer Science, Machine Learning, Data Science, Statistics, Computational Linguistics, or a closely related fieldSolid grounding in machine-learning fundamentals (supervised & unsupervised learning, evaluation metrics, overfitting/regularization)Hands-on experience with NLP or generative-AI techniques (e.g., transformers, embeddings, sequence-to-sequence models, LLMs)Proficiency in Python and ML/NLP libraries such as PyTorch, TensorFlow, Hugging Face, spaCy, or similarFamiliarity with SQL and basic data-engineering concepts (ETL, versioned datasets, notebooks)Eagerness to learn from senior teammates and iterate quickly in a fast-moving startupClear, concise communication—both written and verbalStrong analytical thinking and a bias toward shipping pragmatic, high-impact solutionsExposure to cloud platforms (AWS/GCP)Experiment-tracking tools (Weights & Biases, MLflow)Containerized deployment (Docker/Kubernetes)BenefitsChoice of medical, dental, and vision insurance plans for you and your familyAdditional insurance coverage options for life, accident, or critical illnessFlexible paid time off, sick leave, short-term and long-term disability10 US observed holidays, and Canadian statutory holidays by provinceA home office stipend401(k) for US-based employees and RRSP for Canada-based employeesPaid parental leaveA local in-person meet-up programHubs in San Francisco and TorontoCompany OverviewEvenUp is the leading proactive AI platform for personal injury law, the first of its kind, built on the largest personal injury dataset. It was founded in 2019, and is headquartered in San Francisco, California, USA, with a workforce of 501-1000 employees. Its website is https://www.litty.ai/.



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