Machine Learning Engineer Intern
Taipei, Taiwan
⚠️ We'll shut down after Aug 1st - try foo🦍 for all jobs in tech ⚠️
ShopBack
ShopBack enables shoppers to discover the best prices and offers, pay easily and get rewards for shopping. Find out about job and partnership opportunities, the latest news from ShopBack, as well as our products and features.
Our JourneyShopBack was born one night in 2014 when co-founders Henry and Joel were toying around (with entrepreneurial ideas) in Henry's car, sparking the concept of earning Cashback while shopping online. The ShopBack Group has now grown to become the leading shopping, rewards, and payments platform in Asia-Pacific, with 45 million shoppers across 12 markets and more than half a million transactions powered for 20,000 partners daily. Fresh off its debut in the European market, ShopBack is seeking thrill-seekers to join the journey of building The World's Most Rewarding Way to Shop. Get ready for the ride of a lifetime: a blend of startup spirit woven into a solid business foundation.
Exclusively for ShopBackersCareer progression paths and opportunities to take on greater challenges that help you realise your ambitions.Be part of a winning team on a journey to global scale.Competitive compensation based on your performance.Candid, open, and collaborative culture where feedback is valued, for everyone to grow and improve every day.
Your Adventure Ahead
- Primary Tasks IAB Configurations
- Assist in testing and troubleshooting IAB configurations, with a focus on tracking pages (e.g., merchant checkout pages).
- Identify and analyze underperforming IAB configurations and review auto-generated configurations to suggest improvements.
- Refine and optimize prompts for LLMs using prompt engineering techniques to enhance conversion data extraction. Data Preparation, Cleaning, and Labeling
- Support the cleaning and organization of raw HTML files and transaction data for analysis.
- Annotate conversion-related data for ML training and validation, including identifying promo code fields and transaction details in HTML files.
- Evaluate client-side model data by reviewing HTML files to confirm the presence of conversion data (e.g., order IDs, currencies, and amounts).
- Secondary Tasks (Based on Progress) Data Exploration and Analysis
- Collaborate on small-scale research projects to investigate and propose solutions for key challenges.
- Analyze historical transaction and user behavior data to uncover patterns in search and purchasing trends. Basic Model Training and Evaluation
- Train simple machine learning models for specific tasks, such as detecting promo code fields in HTML data.
- Assist in optimizing model performance by refining hyperparameters and tuning thresholds to improve precision and recall.
Essentials to Succeed
- Core Skills
- HTML & Web Technologies:
- Strong knowledge of HTML, CSS, and JavaScript.
- Experience with HTML parsing, analysis, and regex for data extraction.
- Python & Data Analysis:
- Proficiency in Python, with experience in pandas, NumPy, and BeautifulSoup.
- Skilled in cleaning, organizing, and analyzing large datasets.
- Familiarity with Jupyter Notebook and data annotation tools.
- Optional/Nice-to-Have
- Knowledge of e-commerce workflows (e.g., checkout, promo codes).
- Experience with web crawling and parsing techniques.
- Familiarity with LLMs (e.g., OpenAI) and basic ML model training.
- Hands-on experience with Amazon S3.
Internship Commitments
- Minimum 6-month contract period.
- Can commit at least 24 hours per week.
- Daily working hours: 9:30~18:30 (flexible working schedule).
- Hourly wage: NTD $200.
Exclusively for ShopBackersCareer progression paths and opportunities to take on greater challenges that help you realise your ambitions.Be part of a winning team on a journey to global scale.Competitive compensation based on your performance.Candid, open, and collaborative culture where feedback is valued, for everyone to grow and improve every day.
Job stats:
24
2
0
Categories:
Engineering Jobs
Machine Learning Jobs
Tags: Data analysis E-commerce Engineering Excel JavaScript Jupyter LLMs Machine Learning ML models Model training NumPy OpenAI Pandas Prompt engineering Python Research Testing
Perks/benefits: Career development Competitive pay Flex hours Startup environment
Region:
Asia/Pacific
Country:
Taiwan
More jobs like this
Explore more career opportunities
Find even more open roles below ordered by popularity of job title or skills/products/technologies used.
Sr. Data Engineer jobsData Scientist II jobsBusiness Intelligence Developer jobsPrincipal Data Engineer jobsBI Developer jobsStaff Data Scientist jobsStaff Machine Learning Engineer jobsPrincipal Software Engineer jobsDevOps Engineer jobsJunior Data Analyst jobsData Science Intern jobsSoftware Engineer II jobsData Science Manager jobsData Manager jobsStaff Software Engineer jobsAI/ML Engineer jobsLead Data Analyst jobsData Analyst Intern jobsBusiness Data Analyst jobsSr. Data Scientist jobsData Specialist jobsData Engineer III jobsBusiness Intelligence Analyst jobsData Governance Analyst jobsData Analyst II jobs
Consulting jobsMLOps jobsAirflow jobsOpen Source jobsLinux jobsEconomics jobsKafka jobsKPIs jobsGitHub jobsJavaScript jobsTerraform jobsPostgreSQL jobsBanking jobsPrompt engineering jobsRAG jobsRDBMS jobsStreaming jobsNoSQL jobsPhysics jobsClassification jobsData Warehousing jobsComputer Vision jobsScikit-learn jobsdbt jobsGoogle Cloud jobs
GPT jobsLooker jobsHadoop jobsR&D jobsPandas jobsScala jobsData warehouse jobsLangChain jobsOracle jobsReact jobsDistributed Systems jobsBigQuery jobsMicroservices jobsELT jobsScrum jobsCX jobsPySpark jobsIndustrial jobsOpenAI jobsRedshift jobsJira jobsSAS jobsRobotics jobsTypeScript jobsE-commerce jobs