{"id":3235264,"url":"https://alion.io/job/havells-india-ltd-it-data-analytics-1","title":"IT_Data Analytics_1","company":{"id":2504821,"name":"Havells India Ltd.","domain":"havells.com","url":"https://alion.io/company/havells","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Oracle","truth_index":{"grade":"D","score":49,"open_postings":19,"ghost_share":0.842,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-10-28T05:59:10Z"}},"role":"Analytics","role_family":"Analytics","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":["Noida, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":15000,"max_usd":30000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":25},"experience_years_min":8,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Machine Learning","optional":false},{"name":"Prophet","optional":false},{"name":"Python","optional":false},{"name":"R","optional":false},{"name":"Spark","optional":false},{"name":"SQL","optional":false},{"name":"Time Series","optional":false},{"name":"XGBoost","optional":false},{"name":"AWS","optional":true},{"name":"Azure","optional":true},{"name":"Databricks","optional":true},{"name":"GCP","optional":true},{"name":"Git","optional":true},{"name":"Matplotlib","optional":true},{"name":"MLFlow","optional":true},{"name":"NLP","optional":true},{"name":"NumPy","optional":true},{"name":"Power BI","optional":true},{"name":"pySpark","optional":true},{"name":"Scikit-learn","optional":true},{"name":"Seaborn","optional":true},{"name":"Statsmodels","optional":true},{"name":"Tableau","optional":true}],"status":"live","first_seen_at":"2026-04-03T11:53:37Z","employer_posted_date":"2026-04-03","last_verified_at":"2026-10-28T09:15:30Z","board_verified":true,"closed_at":null,"days_open":208,"trust":{"level":"ghost","repost_count":0,"flags":["stale","company_stale"],"days_open":207},"description":"1. Statistical Forecasting\nDevelop and maintain time-series forecasting models (ARIMA, SARIMA, ETS, Prophet, Theta, ML-based forecasting,exogenous variable modelling etc.).\nPerform trend, seasonality, and variance analysis to improve forecast accuracy.\nBuild demand forecasting, sales forecasting, or operational forecasting models for business planning.\nCollaborate with business units to incorporate domain signals into forecasting logic.\n2. Regression & Predictive Modelling\nBuild and validate regression models (linear, logistic, regularized models such as Lasso/Ridge/ElasticNet).\nConduct multivariate analysis, hypothesis testing, and variable selection.\nEnsure diagnostic checks (multicollinearity, residual analysis, heteroscedasticity, model fit KPIs).\n3. Classification & Machine Learning\nDevelop classification models (Random Forests, XGBoost, SVM, Gradient Boosting, Neural Networks).\nPerform model training, validation, hyperparameter tuning, and cross-validation.\nBuild end-to-end ML pipelines including data preprocessing, feature engineering, and model deployment.\n4. Data Management & Analytics\nExtract, clean, transform, and analyze large structured and unstructured datasets.\nUse SQL, Python, R, or Spark for data manipulation and wrangling.\nBuild analytical dashboards or presentations for leadership consumption.\n5. Business Problem Solving\nTranslate ambiguous business problems into structured analytical frameworks.\nPresent complex analytical findings in simple, business-friendly language.\nWork with cross-functional teams to support data-driven decision making.\nStatistical Forecasting\nDevelop and maintain time-series forecasting models (ARIMA, SARIMA, ETS, Prophet, Theta, ML-based forecasting,exogenous variable modelling etc.).\nPerform trend, seasonality, and variance analysis to improve forecast accuracy.\nBuild demand forecasting, sales forecasting, or operational forecasting models for business planning.\nCollaborate with business units to incorporate domain signals into forecasting logic.\n2. Regression & Predictive Modelling\nBuild and validate regression models (linear, logistic, regularized models such as Lasso/Ridge/ElasticNet).\nConduct multivariate analysis, hypothesis testing, and variable selection.\nEnsure diagnostic checks (multicollinearity, residual analysis, heteroscedasticity, model fit KPIs).\n3. Classification & Machine Learning\nDevelop classification models (Random Forests, XGBoost, SVM, Gradient Boosting, Neural Networks).\nPerform model training, validation, hyperparameter tuning, and cross-validation.\nBuild end-to-end ML pipelines including data preprocessing, feature engineering, and model deployment.\n4. Data Management & Analytics\nExtract, clean, transform, and analyze large structured and unstructured datasets.\nUse SQL, Python, R, or Spark for data manipulation and wrangling.\nBuild analytical dashboards or presentations for leadership consumption.\n5. Business Problem Solving\nTranslate ambiguous business problems into structured analytical frameworks.\nPresent complex analytical findings in simple, business-friendly language.\nWork with cross-functional teams to support data-driven decision making.\nBachelor’s or Master’s degree in Statistics, Mathematics, Economics, Engineering, Computer Science, or Data Science.\n 8-15 years of relevant experience in statistical forecasting, predictive analytics, or data science roles.\nExperience in manufacturing or/and retail is a plus.\nExposure to cloud environments (Azure, AWS, GCP).\nExperience with MLOps, model monitoring, and versioning (MLflow, Git).\nKnowledge of NLP or deep learning is an advantage.\nPrior experience in building automated forecasting/propensity/Deep Learning pipelines.\nStrong experience in Python/Pyspark and/or R (pandas, NumPy, scikit-learn, statsmodels, tidyverse).\nHands-on experience with time-series forecasting techniques.\nFamiliarity with classification algorithms and ensemble methods.\nStrong understanding of statistics: distributions, probability, ANOVA, hypothesis testing.\nPractical experience in SQL and working with large datasets (preferably Spark / Databricks).\nExperience with visualization tools (Power BI, Tableau, matplotlib, seaborn).","description_format":"text","description_chars":4195,"description_truncated":false,"requirements":{"experience_years_min":8,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Home Appliances","Electrical Equipment & Cables"],"lifecycle":[{"event":"open","at":"2026-10-25T10:53:22Z"}],"visa":[],"liveness":{"score":4,"band":"cold","label":"Long shot","p_open":1,"p_active":0.142,"p_room":0.28,"age_days":207,"expected_fill_days":28,"reasons":["conf:14","stale_co","ghost","win:tail","crowd:"],"computed_at":"2026-10-28T05:59:10Z"},"pay":null,"html_url":"https://alion.io/job/havells-india-ltd-it-data-analytics-1","json_url":"https://alion.io/job/havells-india-ltd-it-data-analytics-1.json","meta":{"generated_at":"2026-10-28T17:50:29Z","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":24352,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-29T00:00:00Z"}},"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":2504821},"rest":"https://alion.io/mcp/rest/get_company?id=2504821"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fhavells-india-ltd-it-data-analytics-1"},{"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%2Fhavells-india-ltd-it-data-analytics-1"},{"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%2Fhavells-india-ltd-it-data-analytics-1"},{"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/havells-india-ltd-it-data-analytics-1\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fhavells-india-ltd-it-data-analytics-1"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3235264}},{"tool":"search_jobs","arguments":{"company":"havells.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3235264},"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"}}