Time Series Data Analysis Based on Large Language Model (LLM) Engineer

Recruitment Consultant

Louis Livingstone

Contact Details

[email protected] +44 (0)333 307 0341

Posted

6 days ago

With the major breakthroughs of large language models (LLMs) like BERT and GPT in the field of natural language processing, applying LLMs to time series (TS) tasks presents a promising direction. We are seeking an exceptional software engineer to focus on innovative work in this cutting-edge area. This role will explore and develop applications of LLMs in time series data analysis, forecasting, and anomaly detection.

Key Responsibilities

1. Research on LLMs for Time Series Tasks

Conduct indepth research on the feasibility of applying LLMs such as BERT and GPT to time series analysis, forecasting, classification, anomaly detection, and other tasks.
Design and implement novel models and algorithms to improve the performance and accuracy of LLMs in time series tasks.
Explore and develop time series application scenarios in specific industries, such as data communication.

2. Model Development and Optimization

Adjust and optimize existing LLMs to effectively handle and learn from time series data.
Lead model training, finetuning, and performance optimization to address challenges posed by large-scale time series data.

3. Data Analysis and Applications

Utilize time series databases (TSDB) and largescale time series data for data cleaning, feature engineering, and modeling.
Explore time series data mining based on LLMs, combining datadriven methods and model predictions to enhance decision-making quality.

4. Cross-team Collaboration:

Collaborate closely with the TSDB team to translate research results into realworld applications.

Qualifications

Masters or Ph.D. in Computer Science, Artificial Intelligence, Data Science, Statistics, or related fields.
Strong theoretical foundation and practical experience in natural language processing (NLP), machine learning, and deep learning.
Familiarity with the architecture and principles of GPT and other mainstream LLMs, with handson research or development experience.
Deep understanding of time series data and its applications (e.g., forecasting, classification, anomaly detection); knowledge of TSDB technologies is a plus.
Proficiency in Python, PyTorch, and other development tools, with strong skills in algorithm design and implementation.
Strong research and problemsolving abilities, capable of conducting independent research in frontier areas.

Preferred Qualifications

Published relevant research papers in toptier conferences or journals.
Experience with time series data applications in industries such as finance, IoT, or healthcare.
Participation in opensource projects or contributions to LLM-related technology code.

???????

Industry

Semiconductor

Contract Type

Permanent

Location

France

Work Model

On-Site

Apply for a vacancy

Apply Now

By applying to this role, you acknowledge that we may collect, store, and process your personal data on our systems.

For more information, please refer to our
Privacy Notice

Name

Phone

Location

Message

Upload CV:

Choose file

Formats: Word, PDF (max. size: 20MB)

Subscribe for industry highlights.

Send Application

Time Series Data Analysis Based on Large Language Model (LLM) Engineer

Apply Now

Other relevant jobs

CAD Front End Engineer

COMPILER ENGINEER FOR RISC-V CORES

Field Service Engineer – Munich

Field Service Engineer – Italy

Technology Planning Engineer

Back-End Technical Leader

Senior Systems Engineer

GPU CAD Flow Methodology Engineer

CPU Architect – Hardware

ASIC Design Verification Engineer (Sensors)

RTL / Microarchitecture Engineer

GPU STA Engineer

System Validation Engineer

ASIC Verification Engineer

Board Level Multi-Physical System Engineer

System SW Engineer

Senior Silicon Integration Engineer

Senior High-Speed Signal Integrity Engineers

Embedded Systems Team Lead

FPGA Design Engineer

Senior Labview Engineer

Sr Verification Engineer

Electronics Engineer

Quality Engineer

GPU Design Verification Team Lead

Analog IC Designer

Test Engineering Manager

Digital Verification Engineer

FPGA Engineer

Optical System Design Engineer

Inertial Sensor Expert

Digital IC Design Technical Leader

Time Series Data Analysis Based on Large Language Model (LLM) Engineer

GPU Digital Design Engineer

EMC & Interference Engineer

Senior Sales Manager Digital Signage (Micro LED display) in Europe.

Account Manager

PCB Designer Engineers

Staff / Senior Staff ATE Test Engineer

Business Process Analyst

Analog Mixed Signal Design Engineer

Senior SW Engineer

ASIC Verification Engineer

SoC Architect

Sr. IC Digital Verification Engineer

Digital IC Design Engineer

Verification Engineer (Contract)

Principal Photonics Process Integration Expert

Physical Design Engineer

Senior Process Engineer – Silicon Integrated Photonics

Hardware Engineer – PIM

Junior Physical Design Engineer

Splunk System Architect

Board Level Multi-Physical System Engineer

CPU/NPU Performance Projection & Simulation Engineer

Digital Verification Engineer

Equipment Engineer

Validation Engineer

Digital Design Engineer

Senior Data Architect

Analog Layout Engineer

IC Package Electrical Design Engineer

DFT Team Leader / Tech Lead

Senior Process Engineer – TFLN Heterogeneous Integration

Senior SerDes System Engineer

Sr. Staff Mixed-Signal Design/Verification Engineer

Senior Digital Verification Engineer

PCie Device Driver Engineer

Embedded SW Engineer

Laboratory Director

DFT Engineer

Software Engineer – Embedded Firmware

mmWave ATE Test Engineer