200+ applicants

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Company

Original Job Post

Affine · 1 week ago

Machine Learning Engineer

United States

Full-time

Remote

Senior Level

5+ years exp

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H1B Sponsorship

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Responsibilities

Design, Develop, and Implement Machine Learning Models: Create and fine-tune machine learning models using Python. Utilize expertise in NLP to understand user queries and intent related to fashion.

Generative AI Applications: Explore potential applications of GenAI within the fashion domain (basic understanding is sufficient).

Data Pipeline Management: Build and maintain robust data pipelines using Databricks (experience required).

Deployment and Maintenance: Package and deploy the machine learning service using Docker containers (experience required). Ensure the service is scalable, reliable, and secure.

Code Quality and Maintenance: Write clean, maintainable, and well-documented code using Object-Oriented Programming (OOP) principles. Develop and execute unit tests to ensure code quality and reliability.

Collaboration and Teamwork: Collaborate with cross-functional teams including data science, engineering, and product teams to bring the fashion assistant service to life. Participate in client management and project management activities as needed.

Continuous Learning: Stay up-to-date on the latest advancements in machine learning, NLP, and related technologies. Incorporate new knowledge and techniques into ongoing projects.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

PythonPoetryDockerOOPUnit TestingData PipelinesDatabricksNLPGenAIClient Relationship ManagementProblem-SolvingCommunicationProject ManagementFashion Domain KnowledgeIndependenceAdaptability

Required

Expert level proficiency in Python programming.

Expert in using Poetry for Python dependency management.

Advanced experience in deploying services using Docker containers.

Expert in OOP principles and unit test-driven development methodologies.

Advanced experience in building and maintaining data pipelines using Databricks.

Advanced experience in NLP techniques and applications.

Basic understanding of GenAI applications.

Advanced skills in managing client relationships and overseeing projects.

Preferred

Strong problem-solving skills and the ability to work independently.

Excellent communication skills and the ability to articulate complex concepts to non-technical stakeholders.

Experience in the fashion domain or related industries is a plus.

Ability to work in a fast-paced and dynamic environment.

Company

Affine

Glassdoor

3.7

Affine is a business consulting company that delivers analytics-driven enterprise transformation.

Founded in 2011

Bengaluru, Karnataka, IND

501-1,000 employees

https://www.affine.ai

H1B Sponsorship

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Distribution of Different Job Fields Receiving Sponsorship

Trends of Total Sponsorships

2023 (10)

2022 (36)

2021 (37)

2020 (45)