{"id":2497794,"url":"https://alion.io/job/fetcherr-data-scientist-deep-learning-forecasting-3","title":"Data Scientist - Deep Learning Forecasting","company":{"id":3861181,"name":"Fetcherr","domain":"fetcherr.io","url":"https://alion.io/company/fetcherr","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Comeet","truth_index":null},"role":"Data Science","role_family":"Data Science","seniority":"senior","employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Tel Aviv, Israel"],"countries":["IL"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":86000,"max_usd":221000,"period":"year","method":"global_role_cell_scaled_by_country","sample_n":2157},"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Machine Learning","optional":false},{"name":"NumPy","optional":false},{"name":"Pandas","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Scikit-learn","optional":false},{"name":"TensorFlow","optional":false},{"name":"Time Series Forecasting","optional":false},{"name":"CI/CD","optional":true},{"name":"Docker","optional":true},{"name":"GCP","optional":true},{"name":"Google Cloud Run","optional":true},{"name":"Vertex AI","optional":true}],"status":"live","first_seen_at":"2026-10-04T11:59:17Z","employer_posted_date":"2026-10-04","last_verified_at":"2026-10-14T17:24:11Z","board_verified":true,"closed_at":null,"days_open":10,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":10},"description":"Description\nFetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model - a proprietary AI-powered model delivering accurate, granular demand predictions with 96% forecast accuracy and real-time decision intelligence for commercial teams. Built on a glass-box architecture, it uses market data - not personal data - with full transparency into logic and outcomes. First deployed in global aviation, the technology is industry-agnostic and scales across volatile markets. Fetcherr delivers a consistent average profit uplift of 7%, with corporate partners including Delta, Virgin Atlantic, WestJet, Viva, and Azul.\nThe Large Market Modeling (LMM) team is the engine underneath Fetcherr's pricing intelligence. We're the ones who actually build and train the models - taking a chaotic world of market signals, customer behavior, and competitive dynamics and turning them into reliable, production-ready demand models. Other teams at Fetcherr work with the models; we're the ones who bring them to life. Think of us as the team that teaches Fetcherr's AI how people buy - so it can always recommend the right price at the right moment.\nWe are seeking a talented and self-driven experienced Data Scientist to help advance our machine learning capabilities.This is a key role for someone passionate about leveraging machine learning to solve complex, real-world problems and deliver measurable business impact.\nResponsibilities:\nDevelop and implement state-of-the-art econometric and machine learning models for demand forecasting.\nConduct research and experimentation to evaluate novel approaches for improving accuracy, robustness, and scalability.\nCollaborate with cross-functional teams (including product, data engineering, MLOPS and Platform) to deploy ML systems in production.\nClearly communicate complex technical findings to non-technical stakeholders, including product leaders and executives.\nRequirements\n5+ years of hands-on experience in data science and machine learning with a proven record of leveraging modeling into business outcomes.\nProficiency in Python and its ML/data stack (e.g., PyTorch or TensorFlow, Pandas, NumPy, Scikit-learn).\nExpertise in time-series forecasting, ideally Deep Learning based, preferably in demand prediction or related areas.\nFeature engineering, feature importance testing, explainability based experience.\nMaster’s or PhD in Computer Science, Machine Learning, Statistics, Engineering or a relevant field.\nSolid understanding of ML production workflows (versioning, testing, reproducibility, and deployment).\nExcellent communication and collaboration skills.\nNice to have:\nPublications in top-tier, peer-reviewed ML/AI venues (e.g. ICLR, ICML, NIPS, etc.)\nExperience applying ML in domains like finance, trading, revenue management etc.\nFamiliarity with cloud based solutions on GCP platform (e.g., Vertex AI, PubSub, Cloud Run Functions).\nStrong data visualization and exploratory data analysis skills.\nFamiliarity with code optimization, containerization (e.g., Docker), CI/CD, or cloud-native architectures.\nParticipation in competitive programming or data science challenges (e.g., Kaggle).\nIf you're excited about building impactful AI systems in a high-growth startup environment, and want to help redefine how industries price, forecast, and optimize, we’d love to hear from you.","description_format":"text","description_chars":3416,"description_truncated":false,"requirements":{"experience_years_min":5,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"master","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"Israel","iso":"IL","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Machine Learning","Marketing & Sales AI"],"lifecycle":[{"event":"open","at":"2026-10-14T05:15:39Z"}],"visa":[],"liveness":{"score":83,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.825,"p_room":1,"age_days":9,"expected_fill_days":38,"reasons":["conf:1","win:early"],"computed_at":"2026-10-14T06:34:16Z"},"pay":null,"html_url":"https://alion.io/job/fetcherr-data-scientist-deep-learning-forecasting-3","json_url":"https://alion.io/job/fetcherr-data-scientist-deep-learning-forecasting-3.json","meta":{"generated_at":"2026-10-14T20:01:53Z","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":26410,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-15T00:00:00Z"}},"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":3861181},"rest":"https://alion.io/mcp/rest/get_company?id=3861181"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Ffetcherr-data-scientist-deep-learning-forecasting-3"},{"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%2Ffetcherr-data-scientist-deep-learning-forecasting-3"},{"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%2Ffetcherr-data-scientist-deep-learning-forecasting-3"},{"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/fetcherr-data-scientist-deep-learning-forecasting-3\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Ffetcherr-data-scientist-deep-learning-forecasting-3"}]}