{"id":3144975,"url":"https://alion.io/job/vartis-platforms-ml-engineer","title":"ML Engineer","company":{"id":4465010,"name":"VARTIS Platforms","domain":"vartis.in","url":"https://alion.io/company/vartis-platforms","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","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":["Mumbai, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":17500,"max_usd":47000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":31},"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"LightGBM","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Scikit-learn","optional":false},{"name":"SQL","optional":false},{"name":"TensorFlow","optional":false},{"name":"XGBoost","optional":false},{"name":"Agentic Workflows","optional":true},{"name":"AWS","optional":true},{"name":"CI/CD","optional":true},{"name":"DVC","optional":true},{"name":"GCP","optional":true},{"name":"Git","optional":true},{"name":"RAG","optional":true}],"status":"live","first_seen_at":"2026-10-23T09:35:15Z","employer_posted_date":null,"last_verified_at":"2026-10-23T09:35:15Z","board_verified":false,"closed_at":null,"days_open":2,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":2},"description":"We are looking for two experienced Data Scientists / ML Engineers (4+ years)to build intelligent decisioning and AI systems for complex financial use cases. The role involves developing predictive models, next-best-action systems and agentic AI capabilities that translate customer and behavioural data into actionable decisions.\n\nYou will own ML solutions end-to-end — from problem formulation and feature engineering to modelling, validation, deployment and monitoring — while working closely with the AI Product Lead and engineering teams.\n\nRequirements: \nStrong proficiency in Python and SQL, with hands-on experience in Scikit-learn, XGBoost/LightGBM and TensorFlow/PyTorch.\nStrong experience building predictive and decisioning models using behavioural, transactional, bureau and other customer data.\nExperience with models/use cases such as Next Best Action, propensity modelling, payment/bounce prediction, customer segmentation, risk or response prediction.\nHands-on experience taking ML models to production, including validation, monitoring, performance analysis and retraining.\nStrong statistical and modelling discipline, with the ability to identify data leakage, instability, bias and genuine predictive lift.\nAbility to translate ambiguous business problems intoend-to-end ML/AI solutions and communicate trade-offs clearly to product, business and engineering teams.\nWorking understanding of LLMs and Agentic AI, with the ability to integrate predictive ML models into larger AI/agentic decisioning workflows.\n\nPreferred Skills: \nExperience with Next Best Action/recommendation/optimization/propensity modelling.\nExposure to LLMs, agentic workflows, RAG or AI-driven decision systems.\nWorking knowledge of AWS/GCP for ML and data workloads.\nExperience with MLOps— Git/DVC, experiment tracking, CI/CD, model monitoring and automated retraining.\nSound understanding of data architecture, feature pipelines, and low-latency model serving.\nSkills\nlightgbm, python, scikit-learn, sklearn, sql, tensorflow, xgboost","description_format":"text","description_chars":2025,"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":[],"lifecycle":[{"event":"open","at":"2026-10-23T09:35:15Z"}],"visa":[],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":1,"expected_fill_days":23,"reasons":["seen:1","win:early"],"computed_at":"2026-10-25T05:49:26Z"},"pay":null,"html_url":"https://alion.io/job/vartis-platforms-ml-engineer","json_url":"https://alion.io/job/vartis-platforms-ml-engineer.json","meta":{"generated_at":"2026-10-25T14:06:32Z","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":20184,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-26T00:00:00Z"}},"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":4465010},"rest":"https://alion.io/mcp/rest/get_company?id=4465010"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fvartis-platforms-ml-engineer"},{"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%2Fvartis-platforms-ml-engineer"},{"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%2Fvartis-platforms-ml-engineer"},{"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/vartis-platforms-ml-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fvartis-platforms-ml-engineer"}]}