Senior Machine Learning Engineer @ Harnham | Jobright.ai
JOBSarrow
RecommendedLiked
0
Applied
0
External
0
Senior Machine Learning Engineer jobs in NYC Metro Area
51 applicantsPosted by Agency
company-logo

Harnham ยท 1 day ago

Senior Machine Learning Engineer

ftfMaximize your interview chances
AnalyticsConsulting
Hiring Manager
Ben Bochner
linkedin

Insider Connection @Harnham

Discover valuable connections within the company who might provide insights and potential referrals.
Get 3x more responses when you reach out via email instead of LinkedIn.

Responsibilities

Experience with LamaIndex, Unstructured.io, and LLM evals : Expertise in using advanced tools for unstructured data ingestion, content parsing, and integration with Retrieval-Augmented Generation (RAG) systems to streamline data flows through complex, chained prompt workflows.
Specialized in complex content workflows : Proficient in parsing and processing intricate content types, ensuring seamless integration with RAG systems, and optimizing the flow through carefully designed prompt chains for specific, non-chatbot use cases (e.g., document analysis, data extraction).
Develop and implement MLOps pipelines to automate the end-to-end machine learning workflow.
Design and maintain infrastructure as code, ensuring scalability and reliability of data processing.
Build event tables for effective data ingestion and storage, focusing on vector databases.
Create and manage code for data ingestion, including automated versioning using GitHub Actions.
Collaborate with data scientists to integrate LLM frameworks and enhance machine learning models.
Monitor and capture errors during processes, ensuring timely notifications and resolutions via email alerts.
Optimize existing data pipelines and frameworks for efficiency and performance.
Work closely with cross-functional teams to ensure seamless integration of ML systems.

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.

MLOpsLarge Language ModelsData EngineeringMachine Learning EngineeringAWSAzureInfrastructure as CodeCI/CDGitHub ActionsData ScienceCoding

Required

Proven experience in data engineering and machine learning engineering, with a focus on MLOps practices.
Strong understanding of large language models (LLMs) and relevant frameworks, such as LlamaIndex.
Proficiency in cloud platforms, particularly AWS and Azure.
Experience with infrastructure as code tools and methodologies.
Familiarity with automated deployment processes and CI/CD practices.
Ability to work in a fast-paced environment and adapt to evolving technologies.
Hands-on experience in coding and problem-solving in a practical engineering role, preferably outside of corporate settings.

Preferred

A 'unicorn' candidate who blends expertise in data engineering and ML engineering with a touch of data science.
Self-motivated and innovative, with a strong desire to industrialize machine learning processes.

Company

Harnham has actively chosen to focus on Data and Analytics.

Funding

Current Stage
Growth Stage
Total Funding
unknown
Key Investors
BGF Ventures
2022-05-05Seed

Leadership Team

leader-logo
David Farmer
Co-Founder and Chief Executive Officer
linkedin
leader-logo
Simon Clarke
Co-Founder and Executive Chairman
linkedin
Company data provided by crunchbase
logo

Orion

Your AI Copilot