Data Scientist (NLP)
Binance
- Location
- Brunei Darussalam
- Posted
Data Scientist (NLP) position at Binance, utilizing internal data to train models and develop applications for business decision-making.
Remote Jobs
Account Executive EMEA
Horizons
- Location
- Cameroon
- Posted
Join Horizons as an Account Executive and drive revenue growth in EMEA with a strong network of clients and partners in HR tech.
Engineering Manager, Search Relevance
- Posted
- Salary Range
- 230k - 322k USD
Lead the Search & Recommendation Relevance team at Reddit to enhance search relevance using ML/AI. Manage engineering teams, drive innovation in AI-driven search products, and ensure alignment with company objectives while providing exceptional benefits to employees.
(Bilingual Spanish/English) Account Executive
brightwheel
- Location
- United States of America
- Posted
Join Brightwheel as an Account Executive and drive sales growth for high-quality early education solutions.
Enterprise Account Executive (m/f/d)
Buynomics
- Location
- Croatia
- Posted
Enterprise Account Executive for revenue optimization in leading industries, driving growth through strategic sales efforts and building lasting client relationships.
Community Lead + Video Creator
Coefficient
- Location
- British Virgin Islands
- Posted
Join Coefficient as Community Lead + Video Creator & create engaging content for their modern spreadsheet platform
Account Executive (Director of Strategic Accounts)
OfferFit
- Location
- Brazil
- Posted
Lead OfferFit's strategic accounts as an Account Executive, driving business growth through senior customer relationships and collaboration with internal teams to create leads and successful implementations.
Account Executive (Director of Strategic Accounts)
OfferFit
- Location
- Canada
- Posted
- Salary Range
- 125k - 340k USD
Lead OfferFit's strategic accounts as an Account Executive, driving business growth through customer relationships and cross-functional collaboration. Enjoy a competitive salary, flexible remote work, and comprehensive benefits.
Account Executive (Director of Strategic Accounts)
OfferFit
- Location
- Croatia
- Posted
Account Executive role at OfferFit, a fast-paced and supportive team
Senior Mid-Market Account Executive
Clipboard Health
- Location
- British Virgin Islands
- Posted
Senior Mid-Market Account Executive at Clipboard Health: drive growth through prospecting, negotiation, and onboarding.
Enterprise Account Executive, Indonesia
Contentsquare
- Location
- Singapore
- Posted
Enterprise Account Executive job in Indonesia, driving new business sales and collaboration with APJ teams
Enterprise Account Executive, Corporate
AlphaSense
- Location
- Singapore
- Posted
Enterprise Account Executive at AlphaSense - Sell market intelligence & search tools to corporate APAC markets
Account Executive - Public Sector
Automattic
- Location
- Brazil
- Posted
- Salary Range
- 95k - 160k USD
Enterprise software sales professional for WordPress VIP, focusing on public sector clients and government agencies.
Account Executive, SMB, LATAM
Creatio
- Location
- Mexico
- Posted
Join Creatio as an Account Executive and drive sales growth across Latin America with their low-code composable architecture.
Commercial Account Executive, Acquisition (Remote, Austin)
Grafana Labs
- Location
- United States of America
- Posted
- Salary Range
- 160k - 200k USD
Commercial Account Executive for Central Region US, managing forecasts and customer data, with OTE $160k-$200k and benefits
Account Executive, Netherlands & Flanders
Retraced
- Location
- Denmark
- Posted
Join Retraced as Account Executive and empower fashion businesses to embrace transparency and sustainability through its platform.
Enterprise Account Executive [DACH]
Creatio
- Location
- Germany
- Posted
Enterprise Account Executive for DACH region with low-code composable architecture expertise
Senior Backend Node.js Developer - BI APP
ABOUT YOU SE & Co. KG
- Location
- Croatia
- Posted
Develop BI solutions using Node.js and TypeScript, manage data with Google BigQuery, build APIs, collaborate with cross-functional teams, and contribute to architectural decisions at a leading eCommerce company.
Account Executive - Calgary
Cyderes
- Location
- Canada
- Posted
Enterprise Account Executive - drive revenue growth and deliver exceptional value to large enterprise organizations through comprehensive managed security services and professional security solutions.
Sales Executive (Inbound) with French
Finom
- Location
- Cyprus
- Posted
Join Finom as Sales Executive (Inbound) and drive revenue growth, collaborate with cross-functional teams, and champion sales best practices in a dynamic European fintech startup.
Data Scientist (NLP)
Binance
Job Location
Brunei DarussalamCambodiaGeorgiaJapanArmeniaAzerbaijanBahrainBangladeshBhutanCyprusJordanKorea (South)KuwaitMalaysiaMaldivesNepalPakistanTaiwan, Republic of ChinaTajikistanLao PDRLebanonPhilippinesQatarSri LankaThailandTimor-LesteOmanMongoliaSyrian Arab Republic (Syria)TurkeyUnited Arab EmiratesViet NamAfghanistanChinaKyrgyzstanMyanmarSingaporeTurkmenistanYemenKazakhstanPalestinian TerritoryRussian FederationUzbekistanSaudi ArabiaIndiaIndonesiaIran, Islamic Republic ofIraqIsrael
Job Summary
We are seeking a Data Scientist (NLP) to join Binance's Risk AI team. As a data scientist, you will utilize internal data to train models and develop applications based on these models. You will collaborate with engineers, data analysts, business operations, and product/marketing managers to define and build solutions, features, algorithms, and products. Your responsibilities will include applying Natural Language Processing (NLP) techniques to preprocess, analyse, and extract insights from large textual datasets. You will also develop and fine-tune Large Language Models (LLMs) and multimodal models to derive actionable insights and enhance business decision-making processes. We are looking for someone with a Master's degree or higher in Computer Science, Data Science, Statistics, Mathematics, Computational Linguistics, or a related field, with at least 3 years of relevant industry experience in AI/ML and Natural Language Processing. You should be proficient in big data technologies such as Apache Spark, Apache Hadoop and Apache Kafka and VectorDB, and have a solid understanding of modern machine learning techniques and mathematical underpinning. Additionally, you should have demonstrated experience in handling severely imbalanced datasets and proficiency in programming languages such as Python, Java, or similar, with experience in machine learning (ML), natural language processing (NLP) libraries, and deep learning frameworks.
Binance is a leading global blockchain ecosystem behind the world’s largest cryptocurrency exchange by trading volume and registered users. We are trusted by over 250 million people in 100+ countries for our industry-leading security, user fund transparency, trading engine speed, deep liquidity, and an unmatched portfolio of digital-asset products. Binance offerings range from trading and finance to education, research, payments, institutional services, Web3 features, and more. We leverage the power of digital assets and blockchain to build an inclusive financial ecosystem to advance the freedom of money and improve financial access for people around the world.
This position will be under our Risk AI team, focusing on NLP-related projects. You will utilize internal data to train models and develop applications based on these models. As a data scientist, you will leverage PB-level data and state-of-the-art machine learning infrastructure to create data products for millions of cryptocurrency users. You will collaborate with engineers, data analysts, business operations, and product/marketing managers to define and build solutions, features, algorithms, and products.
Responsibilities:
- Apply Natural Language Processing (NLP) techniques to preprocess, analyse, and extract insights from large textual datasets. Develop and fine-tune Large Language Models (LLMs) and multimodal models to derive actionable insights and enhance business decision-making processes.
- Work closely with business units to identify opportunities for leveraging company data and AI models to drive innovative business solutions and improve decision-making processes.
- Perform data cleaning, transformation, and preprocessing to create high-quality datasets for analysis and modeling. Ensure data integrity and consistency throughout the process.
- Conduct exploratory data analysis to uncover patterns, trends, and relationships within the data. Generate visualisations and summaries to effectively communicate findings to stakeholders and support data-driven decision-making.
- Stay abreast of the latest developments in artificial intelligence, with a particular focus on advancements in multimodal AI, to ensure the integration of cutting-edge technologies and methodologies into our data-driven solutions.
- Develop and apply feature engineering techniques to create meaningful features that improve the performance of models. This includes deriving new features from raw data, selecting relevant features, and transforming existing features to enhance model accuracy and efficiency.
Requirements:
- Holds a Master's degree or higher in Computer Science, Data Science, Statistics, Mathematics, Computational Linguistics, or a related field.
- A minimum of 3 years of relevant industry experience in AI/ML and Natural Language Processing is required. Experience in multimodal AI is highly preferred.
- Proficient in big data technologies such as Apache Spark, Apache Hadoop and Apache Kafka and VectorDB.
- Deep understanding of modern machine learning techniques and mathematical underpinning, such as classifications, neural networks, hyperparameter optimisation, etc.
- Solid understanding and practical experience with deep learning architectures, including transformer models (e.g., BERT, GPT). Ability to implement, optimize, and fine-tune these models for various tasks using techniques such as LoRA.
- Proficiency in programming languages such as Python, Java, or similar, with experience in machine learning (ML), natural language processing (NLP) libraries, and deep learning frameworks such as TensorFlow, PyTorch, Scikit-learn, SpaCy, and NLTK.
- Demonstrated experience in handling severely imbalanced datasets. Knowledge of techniques and strategies to address imbalances in data.
Why Binance
• Shape the future with the world’s leading blockchain ecosystem
• Collaborate with world-class talent in a user-centric global organization with a flat structure
• Tackle unique, fast-paced projects with autonomy in an innovative environment
• Thrive in a results-driven workplace with opportunities for career growth and continuous learning
• Competitive salary and company benefits
• Work-from-home arrangement (the arrangement may vary depending on the work nature of the business team)
Binance is committed to being an equal opportunity employer. We believe that having a diverse workforce is fundamental to our success.
By submitting a job application, you confirm that you have read and agree to our Candidate Privacy Notice.
