{"id":3006007,"url":"https://alion.io/job/hoomanely-machine-learning-lead-2","title":"Machine Learning Lead","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":"lead","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":26000,"max_usd":69000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":44},"experience_years_min":9,"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":"TensorFlow","optional":false},{"name":"Time Series","optional":false}],"status":"live","first_seen_at":"2026-10-21T13:35:00Z","employer_posted_date":null,"last_verified_at":"2026-10-21T13:35:00Z","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 an experienced ML leader to drive the machine learning roadmap across Hoomanely's sensor-driven product ecosystem, with deep focus on digital signal processing, audio signal analysis, and accelerometer data. You've led ML teams and taken models from research to production, building CNNs, RNNs, GANs, LLMs, and low-rank adaptation techniques into real products. You'll set technical direction, grow a team of ML engineers, and turn raw sensor data into the insight that helps pets live longer, healthier lives.\n\nResponsibilities: \nDefine and drive the ML roadmap across the product ecosystem, aligning model development with product and business priorities.\nLead the design of custom ML models from scratch for digital signal processing, audio signal analysis, and accelerometer data; published papers or demonstrable custom-built models expected.\nApply advanced techniques in time series analysis, CNNs, RNNs, GANs, LLMs, and low-rank adaptation to solve hard problems in pet wellness technology.\nBuild, lead, and mentor a team of ML engineers, setting technical standards and a culture of rigorous experimentation.\nOwn sophisticated data analysis and preprocessing pipelines that prepare datasets for ML at scale.\nEstablish MLOps practices and infrastructure that get models into production reliably, at scale.\nSet benchmarks for continuously monitoring and optimising model accuracy and efficiency.\nPartner closely with product, engineering, and data science leadership to ship ML into Hoomanely's product ecosystem.\nStay ahead of the field in ML and signal processing, and drive a culture of research and innovation at Hoomanely.\n\nRequirements: \nYou have a B. Tech in Computer Science, Data Science, Electrical Engineering, or a related field from a Tier 1 institute (IIT, NIT, BITS Pilani, or equivalent) mandatory.\nYou have 10+ years building custom ML models, including for digital signal processing, audio signal analysis, or accelerometer data.\nYou've led and grown ML teams, with a track record of taking models from research into production.\nYou have strong depth in time-series ML, CNNs, RNNs, GANs, LLMs, and low-rank adaptation techniques.\nYou have deep MLOps experience deploying and running ML models in production.\nYou're fluent in TensorFlow, PyTorch, and Python.\nYou bring strong analytical, problem-solving, communication, and leadership skills.\nBonus: experience in pet wellness or a related industry.\nBonus: familiarity with IoT device data processing and analysis.\nBonus: knowledge of cloud platforms for ML deployment.\nBonus: published research or patents in applied machine learning.\nSkills\nMachine Learning, Time Series Analysis, Computer Vision, LLMs, Python, PyTorch","description_format":"text","description_chars":2712,"description_truncated":false,"requirements":{"experience_years_min":9,"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":"2026-10-21T13:35:00Z"}],"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":27,"reasons":["seen:1","win:early"],"computed_at":"2026-10-23T05:54:15Z"},"pay":null,"html_url":"https://alion.io/job/hoomanely-machine-learning-lead-2","json_url":"https://alion.io/job/hoomanely-machine-learning-lead-2.json","meta":{"generated_at":"2026-10-23T23:03:58Z","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":6237,"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-lead-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-lead-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-lead-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-lead-2\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fhoomanely-machine-learning-lead-2"}]}