Foundational Model Research & Engineering Internship: Building Next-Generation Industrial AI at Cognite

Oslo, Oslo, Norway

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Not SpecifiedCompensation

InternshipExperience Level

InternshipJob Type

UnknownVisa

Oil & Gas, Chemicals, Pharmaceuticals, Manufacturing, EnergyIndustries

Requirements

Exceptional students passionate about Deep Learning and ML Engineering
Ability to contribute to foundational model research and development
Capability to work collaboratively in pairs during a 6-8 week internship starting first week of July

Responsibilities

Implementing and experimenting with novel transformer architectures, attention mechanisms, and optimization strategies for industrial data
Contributing to the pre-training and validation of large-scale models on massive, proprietary industrial datasets
Conducting rigorous analysis and ablation studies to understand model behavior and drive architectural improvements
Designing and building robust, scalable data pipelines for large-scale model training
Developing and maintaining the infrastructure for distributed training across cutting-edge cloud and on-premise GPU clusters
Creating sophisticated tools and frameworks for model evaluation, performance profiling, and experiment tracking to accelerate research and development

Skills

Transformer Models

Large Language Models

LLMs

AI Research

Machine Learning

Deep Learning

Industrial AI

Data Fusion

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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