16 часов назад
Senior Software Engineer (Machine Learning)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Software Engineer (Machine Learning) (ML/AI): Building, deploying, monitoring, and maintaining machine learning products and software applications that generate proprietary investment insights, with an accent on production-ready ML systems, data pipelines, and API integration. Focus on implementing end-to-end MLOps, integrating transactional and analytical data systems, and delivering reliable solutions with cloud infrastructure and automated deployment.
Location: Chicago, United States
Company
is a private investment firm focused on operational growth and investments in technology and technology-enabled companies across industries including biosciences, transportation, food, and health and wellness.
What you will do
- Develop high-impact machine learning products and software applications for investment decision-making.
- Translate complex project requirements into actionable technical solutions with data scientists, engineers, and stakeholders.
- Build, deploy, monitor, and maintain machine learning solutions in production.
- Integrate models with production data pipelines and API services.
- Promote engineering best practices and maintain rigor across the development lifecycle.
Requirements
- B.S. in Computer Science or a related field.
- 5+ years of experience developing production-ready software systems.
- Expertise in end-to-end machine learning operations, including model deployment, monitoring, and retraining.
- Proficiency with Python and machine learning libraries including NumPy, Pandas, Scikit-Learn, and PyTorch.
- Proficiency with SQL and transactional and analytical databases such as PostgreSQL and BigQuery.
- Professional experience with containerization, data processing, parallel processing, cloud infrastructure, CI/CD, infrastructure as code, and MLOps tooling.
Nice to have
- Prior work experience in financial services.
- Experience with Kubernetes, Docker, Prefect, Airflow, dbt, Ray, Dask, Spark, Google Cloud Platform, GitHub Actions, Terraform, MLFlow, and DVC.
Culture & Benefits
- Collaborative work with a small team of software engineers and data scientists.
- Values include excellence, humility, integrity, and responsibility.
- Opportunity to work on wide-ranging problems and high-impact products.
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