Senior Machine Learning Engineer
$350kEverforth, Cybercoders
Job Description
Job Description
Senior Machine Learning Engineer
Senior Machine Learning Engineer
Onsite Tues, Wed, Thurs in one of these locations:
Durham, NC; NYC, NY; or Pittsburgh, PA Position OverviewWe are seeking a Senior Machine Learning Engineer to lead the design, development, and deployment of advanced machine learning systems with a focus on generative modeling. The role combines research-quality model development and production-grade software engineering: you will build and optimize generative models, implement robust Python code and data pipelines, collaborate with cross-functional teams (research scientists, software engineers, product owners), and help drive ML best practices across the organization. Experience applying ML to biomolecular problems is a strong plus. Key Responsibilities
- Design, implement, and optimize state-of-the-art generative models (e.g., VAEs, GANs, diffusion models) for real-world applications.
- Write production-quality Python code, develop reusable model components, and maintain clean, well-tested repositories.
- Lead end-to-end ML projects: data preprocessing, model training, hyperparameter tuning, evaluation, and deployment.
- Collaborate closely with research scientists and domain experts to translate scientific objectives into scalable ML solutions.
- Build and maintain data pipelines and infrastructure to support large-scale training and inference workloads.
- Deploy and monitor ML models in production using MLOps best practices (CI/CD, containerization, monitoring, and rollback).
- Profile and optimize model performance and inference latency for CPU/GPU environments, including mixed-precision and model compression techniques.
- Mentor and review code for junior engineers, contribute to team standards, and evangelize reproducible research practices.
- Document models, experiments, and deployment procedures to ensure cross-team transparency and knowledge transfer.
Qualifications
- Strong background in Machine Learning with 5+ years of industry or research experience building ML systems.
- Expert proficiency in Python and standard ML libraries (PyTorch, TensorFlow, JAX) and ecosystem tools.
- Demonstrated experience designing and training Generative Modeling architectures (VAEs, GANs, diffusion models, autoregressive models, etc.).
- Solid understanding of core ML fundamentals: probability, optimization, representation learning, and model evaluation.
- Experience deploying ML models to production, familiarity with MLOps tools and workflows (Docker, Kubernetes, CI/CD, model monitoring).
- Proven software engineering skills: version control, testing, code reviews, and clear documentation.
- Experience working with large datasets, feature engineering, and scalable data pipelines (Spark, Airflow, or similar) is preferred.
- Strong communication skills and experience collaborating with cross-functional teams to deliver measurable results.
- Nice to have: experience with Biomolecular Simulation or applying ML to molecular/biophysical problems.
- Nice to have: experience with cloud platforms (AWS, GCP, or Azure) and GPU-accelerated training environments.
Benefits
Vacation/PTO
Medical
Dental
Vision
401k
Bonus
Relocation
Salary
$350000 - $800000 USD per yearVacancy posted 3 days ago
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