WaveAccess

Ոլորտ` Տեղեկատվական տեխնոլոգիաներ

765 Բոլոր դիտումները

2 հետևորդ

2 ակտիվ աշխատանքներ

4 ընդհանուր աշխատանքներ

Data Scientist

Դիմել էլ. փոստով

Վերջնաժամկետ՝ 13 Հուլիս 2024

Աշխատանքի պայմաններ՝ Պայմանագրային

Կատեգորիա՝ Տվյալների վերլուծություն

Աշխատանքի տեսակը՝ Ամբողջ դրույք

Գտնվելու վայրը՝ Երևան

Աշխատանքի նկարագրություն՝

WaveAccess is looking for a Data Scientist to join our team and contribute to innovative projects in the pharmaceutical domain. This role involves working with real-world pharmaceutical data and leveraging the power of Large Language Models (LLMs) to drive impactful insights and solutions.

Աշխատանքային պարտականություններ

LLM Integration: Develop, fine-tune, and implement Large Language Models to analyze and process diverse sets of text and medical data.
Data Analysis: Perform advanced data analysis on real-world pharmaceutical datasets to extract meaningful insights and support decision-making processes.
Text Mining and NLP: Utilize natural language processing techniques to extract relevant information from large volumes of text, including medical literature, patient records, and clinical trial data.
Model Development: Build and validate predictive models to address key challenges in the pharmaceutical industry, such as drug efficacy, patient outcomes, and adverse event prediction.
Innovation: Stay up-to-date with the latest advancements in LLMs and NLP, and apply innovative approaches to solve complex problems in the pharmaceutical field.

Անհրաժեշտ հմտություններ

At least 4 years of experience in a Data Scientist position
English - B2
Deep knowledge of Neural Networks and architectures for working with sequences, in particular (RNN, LSTM, Transformers, CNN, attention).
Experience with Large Language Models (LLMs) and their application. Familiarity with modern LLM techniques such as Retrieval-Augmented Generation (RAG) and LLM agents.
Familiarity with Langchain, Llamaindex concepts and vector DBs
Solid Python skills
Experience in presenting achieved results

Technologies:
Python
Transformers
LLM models (GPT, LLama, mixtral, etc.)
ollama/vllm
Standard NLP stack
Basic SQL
Git
Vector databases(Postgres+pgvector / Milvus/ Qdrant/ Faiss)

Preferred:
huggingface
open llm
Knowledge of general Machine Learning approaches
Knowledge of mathematical statistics.
Experience with AWS (EC2, S3)
Linux + bash, ssh
Experience in written and verbal communication with business stakeholders
Experience with full development cycle

Nice to have:

RestAPI development experience
Truefoundry
Haystack
DataIku
H2O
Snowflake
Docker
Understanding of CI/CD
Java/C++/Other languages

Պահանջվող թեկնածուի մակարդակը: Ավագ

Լրացուցիչ տեղեկություն

What do we offer:
High white and annually indexed wages
Registration according to Labor Code, 100% payment for sick leave and vacation
Voluntary health insurance with dentistry
Working using flexible development methodology (Agile/Scrum)
Democratic approach to dress code and processes, flexible start of the working day
Weekly seminars, participation in conferences and meetups, corporate English and paid certification exams
Games, exciting team building activities, large-scale corporate events, field trips

Խնդրում ենք հստակորեն նշել, որ աշխատանքի մասին տեղեկացել եք staff.am-ի միջոցով: