OpenTeams

Lead Machine Learning Engineer

Remote

Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Artificial Intelligence, Open Source Software, ConsultingIndustries

Requirements

Candidates should possess proven experience in deploying, managing, and monitoring machine learning models in production environments at scale, advanced Python proficiency including expertise in ML frameworks (TensorFlow, PyTorch, etc.), and deep experience with feature engineering and/or feature store implementations. Strong technical leadership experience, particularly in guiding engineering teams and leading technical projects, is required, along with excellent written and verbal communication skills and the ability to collaborate effectively across multidisciplinary teams.

Responsibilities

The Lead Machine Learning Engineer will lead the design, development, and deployment of scalable, robust, and efficient ML systems, from data ingestion to model serving and monitoring. They will develop and implement comprehensive monitoring frameworks to track models and ML systems’ performance, identify potential issues and bottlenecks, and ensure optimal performance and health in production environments. This role also involves collaborating closely with Data Scientists, Data Engineers, Infrastructure teams, and clients to translate complex business problems into robust and impactful ML solutions, providing technical mentorship and direction to other engineers, maintaining clear and thorough documentation, and designing scalable model serving solutions for open-source and foundation models.

Skills

Machine Learning
ML pipelines
Software Engineering
Model Deployment
Data Ingestion
Model Monitoring
Scalable System Design
Infrastructure Flexibility

OpenTeams

Open source support and consulting services

About OpenTeams

OpenTeams provides support and services for open source technologies, specializing in over 680 different tools. Their offerings include strategy and consulting, custom development, integration, migration, and round-the-clock support. The company caters to a wide range of industries, including Machine Learning Operations, Cloud Optimization, Data Science, and High-Performance Systems. OpenTeams differentiates itself by focusing on tailored solutions that address specific client challenges, ensuring effective use of open source technologies. The goal of OpenTeams is to empower clients to create high-quality software with reliable open source support.

Austin, TexasHeadquarters
2019Year Founded
$3MTotal Funding
DEBTCompany Stage
Consulting, Enterprise Software, AI & Machine LearningIndustries
11-50Employees

Risks

Increased competition may dilute OpenTeams' market share.
Rapid AI evolution may outpace OpenTeams' support capabilities.
Economic downturns could impact OpenTeams' financing and client contracts.

Differentiation

OpenTeams specializes in over 680 open source technologies, offering diverse services.
The company connects open source contributors with organizations for funding opportunities.
OpenTeams provides 24/7 support through a network of Open Source Architects.

Upsides

Growing demand for open source support services boosts OpenTeams' market potential.
Interest in AI and machine learning increases demand for OpenTeams' specialized tools.
Digital transformation trends enhance investment in OpenTeams' data science expertise.

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