{"id":2767446,"url":"https://alion.io/job/hitya-global-machine-learning-engineer","title":"Machine Learning Engineer","company":{"id":3800374,"name":"Hitya Global","domain":"hityaglobal.in","url":"https://alion.io/company/hula-global","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":["Bengaluru, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":23000,"max_usd":54000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":25},"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"A/B Testing","optional":false},{"name":"Amazon SageMaker","optional":false},{"name":"CI/CD","optional":false},{"name":"Fine-tuning","optional":false},{"name":"Knowledge Distillation","optional":false},{"name":"Kubeflow","optional":false},{"name":"LLM","optional":false},{"name":"LoRA","optional":false},{"name":"Machine Learning","optional":false},{"name":"MLFlow","optional":false},{"name":"Model Distillation","optional":false},{"name":"PEFT","optional":false},{"name":"PyTorch","optional":false},{"name":"TensorFlow","optional":false},{"name":"TorchServe","optional":false},{"name":"Triton","optional":false},{"name":"Transformers","optional":true}],"status":"live","first_seen_at":"2026-09-29T08:58:21Z","employer_posted_date":null,"last_verified_at":"2026-09-29T08:58:21Z","board_verified":false,"closed_at":null,"days_open":18,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":18},"description":"Responsibilities : \n\n- Build and train proprietary models on Oolka's data for repayment-likelihood scoring, negotiation outcome prediction, and credit-risk signals.\n\n- Own the full model lifecycle : data collection, feature engineering, training, validation, deployment, and monitoring.\n\n- Fine-tune LLMs and smaller models for domain-specific tasks, structured extraction from credit reports, and negotiation dialogue quality.\n\n- Build and maintain the evaluation framework that catches model quality regressions before they ship.\n\n- Build feature pipelines from credit bureau, transaction, and repayment data.\n\n- Design and operate model serving : batching, quantisation, versioning, and rollback for models you own.\n\n- Monitor for model drift, degradation, and bias in production, and own the retraining loop.\n\n- Partner with the AI engineering team; they own how models get built and improved; they own how models get served in the live product.\n\nRequirements : \n\n- 3+ years building and shipping ML models in production, not just integrating third-party AI APIs.\n\n- Hands-on experience training and fine-tuning models (PyTorch or TensorFlow), classical ML and/or LLM fine-tuning.\n\n- Strong feature engineering and data pipeline experience on structured/tabular data.\n\n- Experience with model-serving frameworks (Triton, TorchServe, TensorFlow Serving) and inference optimisation : batching, quantisation, and distillation.\n\n- Familiarity with MLOps tooling, experiment tracking, model registries, and CI/CD for models (MLflow, Kubeflow, SageMaker, or equivalent).\n\nML-Specific Expertise : \n\n- Built and shipped models predicting real-world outcomes (risk, churn, ranking, or similar); credit, lending, or fraud experience is a strong plus.\n\n- Experience with offline and online model evaluation, held-out test sets, A/B testing, and shadow deployment.\n\n- Understanding of LLM fine-tuning approaches (LoRA/PEFT) and when fine-tuning beats prompting.\n\n- Comfortable with the bias, fairness, and explainability bar that comes with models touching credit decisions.\n\n- Has debugged a model quality regression in production and traced it back to a data or training root cause.\n\nSkills\nMachine Learning, LLM, Tensorflow","description_format":"text","description_chars":2218,"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":["Recruiting & Staffing","IT Staffing & Staff Augmentation"],"lifecycle":[{"event":"open","at":"2026-10-17T03:17:59Z"}],"visa":[],"liveness":{"score":47,"band":"ok","label":"Likely open","p_open":0.85,"p_active":0.733,"p_room":0.75,"age_days":17,"expected_fill_days":21,"reasons":["seen:17","win:late"],"computed_at":"2026-10-17T05:46:00Z"},"pay":null,"html_url":"https://alion.io/job/hitya-global-machine-learning-engineer","json_url":"https://alion.io/job/hitya-global-machine-learning-engineer.json","meta":{"generated_at":"2026-10-17T10:20:21Z","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":13459,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-18T00:00:00Z"}},"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":3800374},"rest":"https://alion.io/mcp/rest/get_company?id=3800374"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fhitya-global-machine-learning-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%2Fhitya-global-machine-learning-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%2Fhitya-global-machine-learning-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/hitya-global-machine-learning-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fhitya-global-machine-learning-engineer"}]}