Lead ML Engineer
MachinifySalary not specified
- Full Time
- Senior (5 to 8 years), Mid-level (3 to 4 years)
Not SpecifiedCompensation
Junior (1 to 2 years)Experience Level
Full TimeJob Type
UnknownVisa
Enterprise SoftwareIndustries
Requirements
Candidates must possess a Bachelor’s degree in Computer Science, Mathematics, Physics, or a related field, and a Master’s degree in Data Science, AI, or a related field is desirable. Strong understanding and experience in machine learning and MLOps are required, along with proficiency in Python and experience with ML frameworks. Experience with Azure, ML lifecycle management tools, and containerization tools is also necessary. Experience with big data technologies and data quality/compliance is a plus.
Responsibilities
As a Data Scientist - Machine Learning Engineer, you will collaborate with cross-functional teams to support the design and integration of responsible ML solutions into company products, design, develop, deploy, and maintain machine learning models to solve diverse business challenges, implement ML workflows using MLOps best practices, ensure reproducibility, performance, reliability, scalability, and security of ML models in production, implement responsible AI principles, and stay up-to-date with the latest trends and advancements in machine learning and MLOps.
Skills
Machine Learning
MLOps
Python
ML frameworks
Azure
Azure Machine Learning Studio
MLflow
Databricks
Kubernetes
Docker
Big Data Technologies
Data Quality
Compliance
Problem-Solving
Communication
Collaboration
Agile Development
Unity
Real-time platform for interactive content
About Unity
Unity Technologies provides a platform for creating 2D, 3D, virtual reality (VR), and augmented reality (AR) content. Its main product is a real-time development platform that allows users to build and deploy interactive content across various devices, including mobile phones, PCs, and gaming consoles. Unity operates on a subscription model, offering different plans to cater to the needs of hobbyists, professional developers, and large enterprises, including free options for smaller developers. The company stands out from competitors by serving a wide range of industries, such as gaming, film, automotive, architecture, engineering, and construction, making it a versatile tool for many applications. Unity's goal is to empower creators by providing them with the tools and support needed to bring their ideas to life.
Key Metrics
San Francisco, CaliforniaHeadquarters
2009Year Founded
$869.1MTotal Funding
IPOCompany Stage
Enterprise Software, Entertainment, GamingIndustries
5,001-10,000Employees