Atlas AI Training Data Curation Internship: Fueling Knowledge Graph Intelligence at Cognite

Oslo, Oslo, Norway

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Not SpecifiedCompensation

InternshipExperience Level

InternshipJob Type

UnknownVisa

Oil & Gas, Chemicals, Pharmaceuticals, Manufacturing, EnergyIndustries

Requirements

Passion for Machine Learning and AI
Ability to design and implement strategies for collecting and annotating high-quality training data specific to industrial knowledge graph query generation
Experience working with domain experts to ensure data accuracy and relevance
Proficiency in Python for developing scripts and tools to automate data cleaning, transformation, and formatting
Knowledge of ensuring data privacy and compliance standards
Familiarity with fine-tuning techniques for pre-trained language models (LLMs)
Experience utilizing cloud AI platforms (Google Cloud AI Platform, AWS SageMaker, Azure Machine Learning) for model training and deployment
Skills in monitoring training progress, analyzing model performance metrics, and iterating on strategies
Machine Learning skills (inferred from context as "Machine Lea" likely completes to "Machine Learning")

Responsibilities

Curate, prepare, and fine-tune datasets for training large language models (LLMs) to generate precise queries for industrial knowledge graphs
Run curated datasets on evaluation frameworks
Design and implement strategies for collecting and annotating high-quality training data
Work with domain experts to ensure accuracy and relevance of curated data
Develop scripts and tools in Python to automate data cleaning, transformation, and formatting for model training
Ensure data privacy and compliance standards during curation
Experiment with various fine-tuning techniques for pre-trained LLMs on curated datasets
Utilize cloud AI platforms (Google Cloud AI Platform, AWS SageMaker, Azure Machine Learning) for model training and deployment
Monitor training progress, analyze model performance metrics, and iterate on fine-tuning strategies
Provide actionable insights and recommendations to the product based on data analysis and model performance
Author clear documentation on data curation processes, fine-tuning experiments, and evaluation methodologies

Skills

Machine Learning

Large Language Models

Knowledge Graphs

Data Curation

Data Annotation

Industrial Data

Cognite

Industrial data management for asset-heavy industries

About Cognite

Cognite specializes in managing industrial data and facilitating digital transformation for asset-heavy industries like oil and gas, power and utilities, and manufacturing. Its main product, Cognite Data Fusion, integrates and organizes data from various sources, making it easier for businesses to analyze and utilize this information effectively. This process, known as data contextualization, enhances the relevance of data for better decision-making. Cognite operates on a software-as-a-service (SaaS) model, allowing clients to subscribe to its software, which provides a consistent revenue stream and access to ongoing updates. Additionally, Cognite offers consulting services to assist clients in optimizing their use of the software. The company's goal is to help industries improve their operations through better data management and digital solutions.

Bærum, NorwayHeadquarters

2016Year Founded

$219.2MTotal Funding

SERIES_BCompany Stage

Data & Analytics, Industrial & Manufacturing, Enterprise SoftwareIndustries

501-1,000Employees

Benefits

Competitive Compensation + 401(k) with employer matching

Health, Dental, Vision & Disability Coverages with premiums fully covered for employees and all dependents

Unlimited PTO + flexibility to enjoy it

Paid Parental Leave Program

Learning & Development Stipends

Global Mobility & Exchange Program

Company Paid Friday Lunch via DoorDash + Fully Stocked Fridges in the offices

Risks

Emerging industrial AI startups pose a threat to Cognite's market share.

Geopolitical tensions could disrupt operations in key regions like the Middle East.

Reliance on cloud providers introduces risks related to data security and outages.

Differentiation

Cognite Data Fusion integrates and contextualizes data for asset-heavy industries.

Cognite offers a subscription-based SaaS model, ensuring continuous software updates.

Cognite's solutions enhance safety, sustainability, and efficiency in industrial operations.

Upsides

Cognite's partnership with Google Cloud enhances scalability and security for data management.

The launch of Cognite Embedded opens new innovation avenues for industrial software builders.

Cognite's joint venture with Saudi Aramco expands its influence in the MENA region.

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