{"id":2599515,"url":"https://alion.io/job/hytech-technology-pte-ltd-senior-data-scientist-modeling","title":"Senior Data Scientist (Modeling)","company":{"id":3803615,"name":"Hytech","domain":"hytechc.com","url":"https://alion.io/company/hytechc","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Moka","truth_index":{"grade":"C","score":69,"open_postings":147,"ghost_share":0.51,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-10-17T05:46:00Z"}},"role":"Data Science","role_family":"Data Science","seniority":"senior","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Kuala Lumpur, Malaysia"],"countries":["MY"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":16000,"max_usd":42000,"period":"year","method":"global_role_cell_scaled_by_country","sample_n":2324},"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Anomaly Detection","optional":false},{"name":"Databricks","optional":false},{"name":"MLFlow","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Scikit-learn","optional":false},{"name":"Spark","optional":false},{"name":"SQL","optional":false},{"name":"TensorFlow","optional":false},{"name":"Time Series Forecasting","optional":false},{"name":"Transformers","optional":false}],"status":"live","first_seen_at":"2026-04-09T14:30:53Z","employer_posted_date":"2026-10-12","last_verified_at":"2026-10-18T03:38:30Z","board_verified":true,"closed_at":null,"days_open":191,"trust":{"level":"ghost","repost_count":0,"flags":["stale","company_stale"],"days_open":191},"description":"About Hytech\nHytech is a leading management consulting firm headquartered in Australia and Singapore, specializing in digital transformation for fintech and financial services companies. We provide comprehensive consulting solutions, as well as middle- and back-office support, to empower our clients with streamlined operations and cutting-edge strategies. Our key clients include top trading platforms and cryptocurrency exchanges.\nWith a global team of over 2,000 professionals, Hytech has established a strong presence worldwide, with offices in Australia, Singapore, Malaysia, Taiwan, Philippines, Thailand, Morocco, Cyprus, and more.\nYou’ll join our Singapore hub, working closely with Quants, Data Scientists, and Risk Analysis team(RA) on a high-impact production system.\nThe mission\nDrive the ML/DL research agenda for our client-classification engine and adjacent transaction risk control/anti-fraud scenarios across the trading chain. Take the best ideas to production-safely, fast, and cost-effectively. You’ll own the end-to-end experiment loop, from hypothesis → backtest → calibration → monitored rollout, so our routing and control decisions improve broker P&L, stability, and abuse prevention.\nWhat You’ll Do\nEssential (Core)\nBe the key owner for modeling research execution: turn business and user questions into measurable data solutions; collaborate with analysts and engineers to build, test, and iterate.\nExplore and apply ML/DL models: experiment with a variety of algorithms to solve practical integrity and classification problems.\nTackle related challenges: work on areas like user behavior modeling, fraud/anomaly detection, reputation/risk scoring, or abuse prevention, depending on business needs.\nOwn the experiment loop: design fair, time-aware evaluation strategies; conduct robust backtesting and validation; clearly report findings and next steps.\nPartner for production: collaborate with engineers to ship models safely, monitor health, and set up retraining or recalibration triggers.\n Communicate clearly: write concise design docs and experiment summaries that both technical and business stakeholders can act on.\nAdvanced (Plus)\n Deep learning and time-series: comfortable exploring neural network models (e.g., LSTM, GRU, Transformers) or advanced architectures for temporal/user-sequence data.\nRepresentation learning: experience with embeddings, autoencoders, or other feature-learning approaches to improve prediction or personalization.\n Working with imperfect data: familiar with handling noisy, incomplete, or partially labeled data (e.g., semi-supervised or weak supervision).\n Experimentation at scale: hands-on with tuning, validation, and reproducibility on large datasets or distributed compute (e.g., Spark/Databricks, MLflow).\nBusiness/context awareness: able to connect modeling choices to real-world metrics and user/business value.\nMinimum qualifications\n5+ years in Data Science/ML/DL, with a track record of using data and models to solve practical business or user problems.\nStrong Python and SQL; able to write clean, reproducible analysis code in notebooks or scripts.\nHands-on with at least one ML or DL library (scikit-learn, PyTorch, TensorFlow).\nSolid experiment design fundamentals: careful validation, fair metrics, and an eye for avoiding data pitfalls.\nEffective communicator: able to summarize findings and decisions for both technical and non-technical partners.\nNice to have\nExperience in integrity, fraud, abuse, personalization, recommendations, search, ads, or growth analytics.\nFamiliarity with cloud analytics stacks (Spark/Databricks/MLflow) or large-scale experimentation.\nExposure to classification, anomaly detection, or user segmentation in any domain.\nTech you’ll use\nDatabricks (Spark/Delta/UC/MLflow), Python, Spark SQL, Databricks Workflows/Jobs","description_format":"text","description_chars":3831,"description_truncated":false,"requirements":{"experience_years_min":5,"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":4,"band":"cold","label":"Long shot","p_open":1,"p_active":0.151,"p_room":0.28,"age_days":190,"expected_fill_days":28,"reasons":["conf:1","stale_co","velocity","ghost","win:tail","crowd:brand"],"computed_at":"2026-10-17T05:46:00Z"},"pay":null,"html_url":"https://alion.io/job/hytech-technology-pte-ltd-senior-data-scientist-modeling","json_url":"https://alion.io/job/hytech-technology-pte-ltd-senior-data-scientist-modeling.json","meta":{"generated_at":"2026-10-18T05:22:32Z","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":8122,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-19T00:00:00Z"}},"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-senior-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-senior-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-senior-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-senior-data-scientist-modeling\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fhytech-technology-pte-ltd-senior-data-scientist-modeling"}]}