{"id":1266558,"url":"https://alion.io/job/enter-machine-learning-engineer","title":"Machine Learning Engineer","company":{"id":3800358,"name":"Enter Recruitment","domain":"enterrecruitment.com","url":"https://alion.io/company/enter-10","size_band":null,"is_staffing_agency":true,"employer_type":"agency","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":"Computer Vision","optional":false},{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Sensor Fusion","optional":false},{"name":"TensorFlow","optional":false},{"name":"Time Series Forecasting","optional":false},{"name":"Edge AI","optional":true},{"name":"RTOS","optional":true}],"status":"live","first_seen_at":"2026-09-03T12:52:24Z","employer_posted_date":null,"last_verified_at":"2026-09-03T12:52:24Z","board_verified":false,"closed_at":null,"days_open":42,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":42},"description":"About the Role : \n\nWe're looking for a hands-on ML engineer to build and ship models across Hoomanely's sensor-driven product ecosystem, working closely with the ML Lead on digital signal processing, computer vision, and time series problems. You're comfortable taking a model from an early prototype through to a reliable, production-deployed system.\n\nResponsibilities : \n\n- Build and iterate on ML models for time series, audio signal, and sensor fusion problems, under the guidance of the ML Lead.\n\n- Build and maintain data preprocessing and feature engineering pipelines that prepare sensor data for training and inference at scale.\n\n- Package and deploy models into production, including on edge or embedded compute, with attention to latency and resource constraints.\n\n- Run structured experiments to evaluate model accuracy, generalisation, and failure modes, and document findings clearly.\n\n- Support monitoring and retraining pipelines that track model performance and drift after deployment.\n\n- Work closely with firmware, hardware, and app teams to turn model outputs into clear, actionable product insight.\n\nRequirements : \n\n- 3+ years of applied machine learning experience.\n\n- Solid understanding of time series analysis and at least one of CNNs, RNNs, or signal processing techniques.\n\n- Proficient in Python and at least one ML framework (TensorFlow or PyTorch).\n\n- Taken at least one model from prototype to a production or near-production deployment.\n\nBonus Skills : \n\n- Experience with audio signal processing or accelerometer-based activity classification.\n\n- Familiarity with edge deployment of ML models on embedded compute.\n\n- Exposure to MLOps tools and practices.\n\n- Prior experience in IoT, wearables, or health-tech.\nSkills\nMachine Learning, Python, Tensorflow, PyTorch, MLOps, Time Series Analysis, Edge AI, Computer Vision, Deep Learning, RTOS","description_format":"text","description_chars":1873,"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":"2026-09-25T22:00:00Z"}],"visa":[],"liveness":{"score":7,"band":"cold","label":"Long shot","p_open":0.6,"p_active":0.317,"p_room":0.35,"age_days":41,"expected_fill_days":20,"reasons":["seen:41","agency","win:tail"],"computed_at":"2026-10-15T05:46:00Z"},"pay":null,"html_url":"https://alion.io/job/enter-machine-learning-engineer","json_url":"https://alion.io/job/enter-machine-learning-engineer.json","meta":{"generated_at":"2026-10-15T19:35:07Z","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":29680,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-16T00:00:00Z"}},"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":3800358},"rest":"https://alion.io/mcp/rest/get_company?id=3800358"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fenter-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%2Fenter-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%2Fenter-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/enter-machine-learning-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fenter-machine-learning-engineer"}]}