{"id":1993602,"url":"https://alion.io/job/tiktok-big-data-engineer-data-platform-global-e-commerce","title":"Big Data Engineer - Data Platform, Global E-Commerce","company":{"id":47,"name":"TikTok","domain":"tiktok.com","url":"https://alion.io/company/tiktok","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Feishu","truth_index":{"grade":"B","score":83,"open_postings":3427,"ghost_share":0.193,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":101,"computed_at":"2026-10-17T05:46:00Z"}},"role":"Data Science","role_family":"Data Science","seniority":"middle","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Singapore"],"countries":["SG"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":65000,"max_usd":135000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":22},"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"ETL/ELT","optional":false},{"name":"Flink","optional":false},{"name":"Machine Learning","optional":false},{"name":"HBase","optional":true}],"status":"live","first_seen_at":"2026-09-29T05:49:39Z","employer_posted_date":"2026-10-07","last_verified_at":"2026-10-18T01:14:33Z","board_verified":true,"closed_at":null,"days_open":18,"trust":{"level":"ok","repost_count":0,"flags":["company_stale"],"days_open":17},"description":"岗位职责 / Responsibilities\nThe mission of the Data Platform Singapore Business Partnering (DPSG BP) team is to empower the business with data. Our goal is to build a Data Warehouse that can cater to batch and streaming data, Data Products that provide useful information to build efficient data metrics & dashboards which will be used to make smarter business decisions to support business growth. If you're looking for a challenging ground to push your limits, this is the team for you!\nResponsibilities\n- Translate business requirements & end to end designs into technical implementations and responsible for building batch and real-time data warehouse.\n- Manage data modeling design, writing, and optimizing ETL jobs.\n- Collaborate with the business team to build data metrics based on data warehouse.\n- Responsible for building and maintaining data products.\n- Involvement in rollouts, upgrades, implementation, and release of data system changes as required for streamlining of internal practices.\n- Develop and implement techniques and analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualisation software.\n- Apply data mining, data modelling, natural language processing, and machine learning to extract and analyse information from large structured and unstructured datasets.\n- Visualise, interpret, and report data findings and may create dynamic data reports as well.\n任职要求 / Requirements\nMinimum Qualification(s):\n- At least 3 years of experience in software engineering and 2 years of relevant experience in data engineering.\n- Proficient in creating and maintaining complex ETL pipelines end-to-end while maintaining high reliability and security.\n- Familiar with data warehouse concepts and have production experience in modeling design.\n- Familiar with at least 1 distributed computing engine (e.g. Hive, Spark, Flink).\nPreferred Qualification(s):\n- Familiar with at least 1 NoSQL database is a plus (e.g. HBase).\n- Excellent interpersonal and communication skills with the ability to engage and manage internal and external stakeholders across all levels of seniority.\n- Strong collaboration skills with the ability to build rapport across teams and 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