{"id":3206939,"url":"https://alion.io/job/g2crowd-data-scientist","title":"Data Scientist","company":{"id":42104,"name":"G2Crowd","domain":"g2crowd.com","url":"https://alion.io/company/g2crowd","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"Data Science","role_family":"Data Science","seniority":"middle","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Gurgaon, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":15000,"max_usd":40000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":21},"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Apache Kafka","optional":false},{"name":"Flink","optional":false},{"name":"Google BigQuery","optional":false},{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"Snowflake","optional":false},{"name":"SQL","optional":false},{"name":"Amazon SageMaker","optional":true},{"name":"AWS","optional":true},{"name":"Linux","optional":true},{"name":"Unix","optional":true}],"status":"live","first_seen_at":"2026-10-24T13:35:00Z","employer_posted_date":null,"last_verified_at":"2026-10-24T13:35:00Z","board_verified":false,"closed_at":null,"days_open":6,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":6},"description":"G2 is looking for a Data Scientist who will play a key part in developing complex data-driven solutions and deploying impactful data products. You will collaborate with a team focused on building advanced forecasting models, customer segmentations, recommendation engines, and specialised algorithms that drive business outcomes. You will proactively identify new opportunities to apply data science to enhance performance across a dynamic, two-sided digital marketplace with an auction-based pricing model. This environment offers extensive scope to experiment, innovate, and create meaningful impact using data.\n\nResponsibilities: \nDesign models and run simulations to help understand and predict bidding/auction dynamics.\nIdentify opportunities to apply predictive models to improve the vendor experience and support their software buying journey.\nEmploy supervised and unsupervised machine learning techniques to support analytic objectives.\nDevelop data-processing and technical workflows for the delivery of data-driven vendor experiences.\nUse advanced statistical techniques to fine-tune models and improve business processes.\nPartner with the client support team and provide them with the insight necessary to successfully manage the relationship with software vendors.\nCollaborate with the Engineering and Product Management teams to execute the data science roadmap.\n\nRequirements: \n3-6 years of experience with a bachelor's degree in a quantitative field (math, data science, economics, etc. ) or a master's degree or PhD with 2-4 years of relevant experience.\nExperience in developing (R or Python), deploying and maintaining data products.\nA very good command of machine learning and statistical algorithms (Regression, Clustering, Linear Optimisation) for anomaly detection, trend prediction, and modelling of content popularity and search results.\nComfortable with summarising complex research and analytical methods, and have the ability to present to stakeholders.\nCurious and analytical nature. Compelled to dive deep to understand complicated problems.\nPassionate about data and analytics. Driven to acquire the skills necessary to accomplish complex tasks.\nInterpersonal skills with the ability to build relationships and effectively collaborate with colleagues.\nProactively seek guidance to achieve successful results.\nResourceful and resilient with the instincts to take a creative approach to problem-solving.\nKnowledge of working with cloud-based data warehouses and data management systems (SQL Server, Snowflake, BigQuery), and streaming data platforms (Kafka, Flink, etc. )\n\nGood to Have: \nExperience working with bidding marketplaces and auction dynamics.\nExperience working for consumer or business-facing digital brands.\nExperience with Unix/Linux environments and version control systems (git or svn).\nExperience with Prefect or AWS Sagemaker.\nSkills\nclustering, data scientist, machine learning, optimization, python, r, regression","description_format":"text","description_chars":2963,"description_truncated":false,"requirements":{"experience_years_min":3,"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":["Marketplaces"],"lifecycle":[{"event":"open","at":"2026-10-24T13:35:00Z"}],"visa":[],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.856,"p_room":1,"age_days":5,"expected_fill_days":24,"reasons":["seen:5","win:early"],"computed_at":"2026-10-30T05:48:23Z"},"pay":null,"html_url":"https://alion.io/job/g2crowd-data-scientist","json_url":"https://alion.io/job/g2crowd-data-scientist.json","meta":{"generated_at":"2026-10-30T16:32:47Z","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":"search","counted_by":"address","units_charged":0,"used_today":0,"day_limit":null,"remaining_today":null,"minute_limit":null,"resets_at":"2026-10-31T00:00:00Z"}},"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":42104},"rest":"https://alion.io/mcp/rest/get_company?id=42104"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fg2crowd-data-scientist"},{"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%2Fg2crowd-data-scientist"},{"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%2Fg2crowd-data-scientist"},{"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/g2crowd-data-scientist\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fg2crowd-data-scientist"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3206939}},{"tool":"search_jobs","arguments":{"company":"g2crowd.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3206939},"note":"people open to offers who fit this vacancy"}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. Docs: https://alion.io/developers"}}