{"id":2599732,"url":"https://alion.io/job/hytech-technology-pte-ltd-sr-data-scientist-modeling","title":"(Sr.) Data Scientist-Modeling","company":{"id":3803615,"name":"Hytech Technology Pte. 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You will own the full lifecycle from problem scoping and model development to deployment and monitoring, with a strong focus on ensuring models deliver measurable business impact.\nKey Responsibilities\nDesign, build, and deploy predictive models across time-series forecasting, anomaly detection, causal inference, and Monte Carlo simulation.\nTranslate complex model outputs into clear business insights and actionable recommendations for non-technical stakeholders.\nProductionize models end-to-end, including REST API development, Docker containerization, and deployment on AWS, GCP, or Azure.\nBuild and maintain MLOps capabilities, including model registry, version management, A/B testing, automated retraining, and model performance monitoring.\nDevelop reusable feature engineering pipelines and contribute to Feature Store architecture and governance.\nProcess and analyze large-scale datasets using Spark or equivalent distributed computing frameworks.\nMonitor data drift, model degradation, and performance decay to ensure long-term model reliability.\nBuild necessary tools and infrastructure independently when existing systems are insufficient.\nWhat We’re Looking For\nStrong hands-on experience in machine learning and statistical modeling, particularly in time-series forecasting, anomaly detection, causal inference, or simulation.\nProficiency in Python and common modeling frameworks, with practical experience using techniques such as LSTM, Transformers, XGBoost, Isolation Forest, Autoencoders, or Prophet.\nSolid engineering experience in model deployment, REST APIs, Docker, cloud platforms, and MLOps practices.\nExperience with large-scale data processing and distributed computing tools such as Spark.\nStrong business acumen and ownership mindset, with the ability to translate ambiguous business problems into practical data science solutions and adapt quickly to changing requirements.\nNice to Have: Experience in fintech, e-commerce, logistics, or risk-related domains; exposure to LLM applications for structured or tabular data; or experience with real-time inference and streaming technologies such as Kafka or Flink.\nWhat We Offer\nA collaborative and inclusive work environment.\nOpportunities for professional growth and development.\nThe chance to play a pivotal role in shaping the future of our organization.","description_format":"text","description_chars":2506,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Professional Services","Management Consulting"],"lifecycle":[{"event":"open","at":"2026-10-15T07:54:37Z"}],"visa":[],"liveness":{"score":12,"band":"cold","label":"Long shot","p_open":1,"p_active":0.43,"p_room":0.28,"age_days":66,"expected_fill_days":23,"reasons":["conf:2","win:tail","crowd:brand"],"computed_at":"2026-10-15T14:27:27Z"},"pay":null,"html_url":"https://alion.io/job/hytech-technology-pte-ltd-sr-data-scientist-modeling","json_url":"https://alion.io/job/hytech-technology-pte-ltd-sr-data-scientist-modeling.json","meta":{"generated_at":"2026-10-15T14:27:27Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":22078,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-16T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":3803615},"rest":"https://alion.io/mcp/rest/get_company?id=3803615"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fhytech-technology-pte-ltd-sr-data-scientist-modeling"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fhytech-technology-pte-ltd-sr-data-scientist-modeling"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fhytech-technology-pte-ltd-sr-data-scientist-modeling"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/hytech-technology-pte-ltd-sr-data-scientist-modeling\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fhytech-technology-pte-ltd-sr-data-scientist-modeling"}]}