{"id":3012789,"url":"https://alion.io/job/hoomanely-machine-learning-engineer-2","title":"Machine Learning Engineer","company":{"id":9181,"name":"Hoomanely","domain":"hoomanely.com","url":"https://alion.io/company/hoomanely","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":20000,"max_usd":54000,"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":"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","optional":false}],"status":"live","first_seen_at":"2026-10-21T15:35:00Z","employer_posted_date":null,"last_verified_at":"2026-10-21T15:35:00Z","board_verified":false,"closed_at":null,"days_open":2,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":2},"description":"We'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: \nBuild and iterate on ML models for time series, audio signal, and sensor fusion problems, under the guidance of the ML Lead.\nBuild and maintain data preprocessing and feature engineering pipelines that prepare sensor data for training and inference at scale.\nPackage and deploy models into production, including on edge or embedded compute, with attention to latency and resource constraints.\nRun structured experiments to evaluate model accuracy, generalisation, and failure modes, and document findings clearly.\nSupport monitoring and retraining pipelines that track model performance and drift after deployment.\nWork closely with firmware, hardware, and app teams to turn model outputs into clear, actionable product insight.\n\nRequirements: \nYou have 3+ years of applied machine learning experience.\nYou have a solid understanding of time series analysis and at least one of CNNs, RNNs, or signal processing techniques.\nYou're proficient in Python and at least one ML framework (TensorFlow or PyTorch).\nYou've taken at least one model from prototype to a production or near-production deployment.\n\nBonus: \nExperience with audio signal processing or accelerometer-based activity classification.\nFamiliarity with edge deployment of ML models on embedded compute.\nExposure to MLOps tools and practices.\nPrior experience in IoT, wearables, or health-tech.\nSkills\nIoT, Computer Vision, Sensors","description_format":"text","description_chars":1744,"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":["Electronics Manufacturing","Pet Food, Supplies & Care"],"lifecycle":[{"event":"open","at":"2026-10-21T15:35:00Z"}],"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":"2026-10-23T05:54:15Z"},"pay":null,"html_url":"https://alion.io/job/hoomanely-machine-learning-engineer-2","json_url":"https://alion.io/job/hoomanely-machine-learning-engineer-2.json","meta":{"generated_at":"2026-10-23T21:47:43Z","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":4108,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-24T00:00:00Z"}},"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":9181},"rest":"https://alion.io/mcp/rest/get_company?id=9181"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fhoomanely-machine-learning-engineer-2"},{"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%2Fhoomanely-machine-learning-engineer-2"},{"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%2Fhoomanely-machine-learning-engineer-2"},{"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/hoomanely-machine-learning-engineer-2\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fhoomanely-machine-learning-engineer-2"}]}