{"id":3235998,"url":"https://alion.io/job/trane-technologies-senior-data-scientist-4","title":"Senior Data Scientist","company":{"id":1767961,"name":"Trane Technologies","domain":"tranetechnologies.com","url":"https://alion.io/company/tranetechnologies","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":{"grade":"B","score":75,"open_postings":283,"ghost_share":0,"stale_share":0.989,"repost_share":0,"time_to_fill_p50_days":27,"computed_at":"2026-11-04T06:34:25Z"}},"role":"Data Science","role_family":"Data Science","seniority":"senior","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Bengaluru, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":20000,"max_usd":44000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":75},"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"CI/CD","optional":false},{"name":"ETL/ELT","optional":false},{"name":"GCP","optional":false},{"name":"Git","optional":false},{"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":"SQL","optional":false},{"name":"TensorFlow","optional":false}],"status":"live","first_seen_at":"2026-03-30T00:00:00Z","employer_posted_date":"2026-03-30","last_verified_at":"2026-11-04T13:09:08Z","board_verified":true,"closed_at":null,"days_open":219,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":219},"description":"Be a part of our mission! As a world leader in creating comfortable, sustainable, and efficient climate solutions for buildings, homes and transportation, it's our responsibility to put the planet first. For us at Trane Technologies, and through our businesses including Trane® and Thermo King, sustainability is not just how we do business-it is our business. Do you dare to look at the world's challenges and see impactful possibilities? Do you want to contribute to making a better future? If the answer is yes, we invite you to consider joining us in boldly challenging what's possible for a sustainable world.\nLearn about our benefits designed for you to Thrive at work and at home.\nWe boldly go.\nWhere is the work:\nMonday to Thursday, work onsite with your colleagues. Fridays, choose your work location, balancing what your work requires.A Senior Data Scientist role offers the opportunity to make a meaningful impact by turning complex data into insights that drive strategic decisions and real business outcomes. You’ll have end-to-end ownership of advanced analytics and machine learning solutions, work with modern tools and technologies, and collaborate closely with cross-functional teams. The role provides strong opportunities for professional growth, continuous learning, and advancement, all within a supportive, purpose-driven culture focused on innovation, sustainability, and delivering measurable value.\nThrive at work and at home:\nInclusive Wellbeing Program, with resources to support your and your family’s physical, social, emotional, and financial well-being. \nComprehensive learning and development solutions, designed to support our people in connecting and growing, including Higher education/Certification reimbursement.\nSense of belonging & community through our Employee Resource Groups that foster our culture of inclusion.\nVolunteerism: 8 hours of paid time off per calendar year to volunteer with non-profit charitable organizations. \nThe Trane Technologies Helping Hands Fund to support employees facing financial challenges due to unforeseen personal hardship.\n\nWhere is the work:\nFrom Monday to Thursday, work onsite with your colleagues. On Fridays, choose your work location, balancing what your work requires.\nWhat you will do:\nIn this role you will:\nPartner with product, engineering, and business teams to define requirements and deliver actionable data-driven insights.\nAnalyze large, complex datasets to develop actionable insights that support strategic and operational decision-making.\nDesign and develop data pipelines, ETL processes, and analytical tools using SQL and Python.\nLead Python-based development for automation, data transformation, integration tasks, and ML/AI pipeline development.\nConduct in-depth exploration and advanced analytics to uncover patterns, anomalies, and business opportunities.\nApply machine learning, advanced analytics, and GenAI techniques to solve business problems.\nPerform feature engineering, model validation, and performance optimization for ML models.\nStay current with emerging trends in AI/ML and recommend innovative approaches and technologies.\nEnsure data quality, governance, and compliance with organizational standards and best practices\nContribute to and help improve CI/CD processes for analytics including version control (Git)\nApply DevOps principles to improve reliability, monitoring, and maintainability of analytical workflows.\nIdentify opportunities for operational improvements and promote consistent data quality standards across analytics teams.\nMaintain and enhance documentation, ensuring clarity and alignment across stake holders.\n\nWhat you will bring:\nB.E/B.Tech in Computer Science, Data Science or Engineering; master’s in data science is preferred.\n5-7 years of professional experience in data science and advanced analytics.\nExpertise in SQL includes complex querying, performance tuning, and data modeling.\nAdvanced proficiency in Python and familiarity with libraries such as Pandas, NumPy, Scikit-learn, TensorFlow, or PyTorch.\nSolid understanding of machine learning algorithms, statistical modeling, and applied mathematics.\nExperience in deploying ML models into production environments.\nGood understanding and exposure to GenAI concepts and practical applications\nStrong analytical, problem-solving, and communication skills.\nSolid experience working with cloud platforms such as AWS, GCP and Azure.\nCareer Break:\nWe have a Relaunch Program for professionals looking to restart their careers after a break. If you come with a career break of at least 12 months and match the work experience requirements mentioned, you are welcome to apply. \nWe offer competitive compensation and comprehensive benefits and programs. We are an equal opportunity employer; all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, pregnancy, age, marital status, disability, status as a protected veteran, or any legally protected status.","description_format":"text","description_chars":5053,"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":["Certification reimbursement","Continuous learning"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Manufacturing","HVAC & Refrigeration"],"lifecycle":[{"event":"open","at":"2026-10-25T11:38:15Z"}],"visa":[],"liveness":{"score":4,"band":"cold","label":"Long shot","p_open":1,"p_active":0.152,"p_room":0.28,"age_days":219,"expected_fill_days":27,"reasons":["conf:4","stale_co","velocity","win:tail","crowd:brand"],"computed_at":"2026-11-04T06:34:25Z"},"pay":null,"html_url":"https://alion.io/job/trane-technologies-senior-data-scientist-4","json_url":"https://alion.io/job/trane-technologies-senior-data-scientist-4.json","meta":{"generated_at":"2026-11-04T14:42:33Z","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":22333,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-05T00:00:00Z"}},"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":1767961},"rest":"https://alion.io/mcp/rest/get_company?id=1767961"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Ftrane-technologies-senior-data-scientist-4"},{"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%2Ftrane-technologies-senior-data-scientist-4"},{"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%2Ftrane-technologies-senior-data-scientist-4"},{"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/trane-technologies-senior-data-scientist-4\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Ftrane-technologies-senior-data-scientist-4"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3235998}},{"tool":"search_jobs","arguments":{"company":"tranetechnologies.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3235998},"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. 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