{"id":1942700,"url":"https://alion.io/job/blissway-software-engineer-machine-learning-operations","title":"Software Engineer, Machine Learning Operations","company":{"id":5453,"name":"Blissway","domain":"blissway.com","url":"https://alion.io/company/blissway-inc","size_band":"11-50","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Ashby","truth_index":{"grade":"A","score":88,"open_postings":4,"ghost_share":0,"stale_share":0.5,"repost_share":0,"time_to_fill_p50_days":50,"computed_at":"2026-10-12T06:55:09Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"junior","employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Denver, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":105000,"max_usd":233000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":330},"experience_years_min":2,"visa_sponsorship":false,"relocation_package":false,"has_equity":true,"technologies":[{"name":"Embeddings","optional":false},{"name":"Go","optional":false},{"name":"Python","optional":false},{"name":"TypeScript","optional":false}],"status":"live","first_seen_at":"2026-10-06T03:38:55Z","employer_posted_date":"2026-10-06","last_verified_at":"2026-10-12T13:00:50Z","board_verified":true,"closed_at":null,"days_open":6,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":6},"description":"Work at Blissway: Opportunity for Impact Every Day\nBlissway is a startup that simplifies toll collection and dramatically improves highway safety. We are multiple startups in one: Deep Tech, AI/ML, Hardware, SaaS, and IoT. For the past five years, we have built a nearly insurmountable technological lead in tolling, an industry that is quietly bigger than football. While our competitors have thousands of employees, we operate with a lean but growing team of less than 30. We’ve stayed under the radar, but our impact is visible on the massive Interstate Highway System connecting every major US metro (except Juneau, AK-sorry, Juneau).\nYou are a good fit if...\nYou love the grind: You take ownership and put in the time to meet deadlines. Our recent team survey showed an average of 55 hours/week, with occasional 70+ hour bursts for major releases.\n\nYou are detail obsessed: You have experience writing code, designing or building systems that stands up to the unpredictability of the physical world, where the small details are the difference between success and failure.\n\nYou are adaptable: We are a lean team. If you only want to work on a \"niche thing\" or are uncomfortable helping other teams when they need a boost, this isn't the place for you. We expect you to figure out what you need to get stuff done.\n\nYou code really well: We mostly use Python and TypeScript, but we don’t care what you’re most proficient in today-as long as you learn fast.\n\nThe Mission: You are the engineer who makes models real. At Blissway, we process 11 million images every single day, running detection, segmentation, classification, embeddings, and re-identification across everything in the camera's frame. You will own the system that makes that possible: the infrastructure, deployment, and monitoring that take a model to the road, and the updates that keep it correct once it's there. This role is for the engineer who sees a great model stuck in a notebook and can't rest until it's running reliably in production.\nThe Work\nOwn the Platform: We wire it all together and run our own servers. You own the infrastructure behind every model we ship: training and serving infrastructure, model versioning, deployment, and rollback.\n\nVision at Real Scale: 11 million images a day across vehicles, license plates, wheels, and lane markings, plus data from multiple other roadside sensors. At this volume, a faster pipeline or a cheaper inference path saves money every day.\n\nReal Hardware in the Real World: We own the devices in the field, so the systems you build run on roads, not just in a test environment.\n\nEdge and Cloud: Most of our compute lives in the cloud, where power is effectively unlimited. We're now pushing more inference onto roadside hardware, which is a completely different problem. You'll build the path that gets models onto edge devices, keeps them updated, and tells us when something drifts.\n\nMonitor What Matters: Your job is making sure the model stays correct. You build the monitoring that catches degradation before anyone else does, and you own the updates that fix it.\n\nRequirements\nExperience: 2 to 6 years of software engineering building and running production systems, such as infrastructure, backend services, or ML platforms.\n\nProduction Fundamentals: You write production-quality code and build reliable systems: pipelines, deployment, observability, and the tooling that keeps them running.\n\nML Curiosity: You don't need to design novel architectures. You may have deployed models before, or you may be a strong engineer who wants to go deep on ML. Either way, you understand, or are eager to learn, how models are trained and evaluated well enough to debug them in production.\n\nBonus: Experience taking ML models past the notebook (deployment, monitoring, retraining), deploying to edge or resource-constrained hardware, or running your own servers instead of fully managed cloud services.\n\nThe Interview Process\nWe're a selectively small team, which means a deliberate and thorough interview process with 3-4 interviews and a final paid work trial. In exchange, you get real autonomy from day one, direct access to the people setting technical direction, and work that ships to roads in weeks, not quarters.\nThe Essentials (Health & Wealth)\nRelocation Support: We are excited for you to join the team at our engineering office in Denver. We value in-person collaboration and daily team lunches and we provide a relocation bonus to help you get here.\n\nPersonalized Health Coverage (ICHRA): We don’t believe in one-size-fits-all healthcare. We provide a monthly allowance for you and dependents so you can choose the individual plan that actually fits your life.\n\nInvesting in Your Future: 401(k) matching up to 4%.\n\nPeace of Mind: Transparent compensation. Company-sponsored life & disability insurance.\n\nEarly Stage Equity: Competitive equity package. Every year, we facilitate a tender process that gives you the opportunity to sell your vested shares at the same valuation as our investors.\n\nRest & Recharge\nHigh-Trust Time Off: 4 weeks of untracked PTO. We don't micromanage your calendar; we focus on your impact. Take the time you need to stay sharp and inspired.\n\nFamily First: 12 weeks of paid parental leave for birth and adoptive parents. We want you present for the moments that matter most.\n\nThe Deep Breath (Sabbatical): Every 5 years, take 12 weeks of fully paid leave. Go travel, write a book, or master a new hobby-then come back and tell us all about it.\n\nFuel & Community\nThe Blissway Kitchen: Whether it’s breakfast to start your day or our daily group lunches, we keep the team fueled.\n\nSnacks Autonomy: Our kitchen is fully stocked and we mean it-if we’re missing your favorite fuel, just add it to the request list.\n\nThe \"BlissTrip\": An annual 4-day getaway for the team and significant others.\n\nMonthly Beats: Game nights, escape rooms, and dinners to celebrate the grit we put in.\n\nContinuous Learning: Tuition reimbursement for courses, programs, and conferences that sharpen your craft.","description_format":"text","description_chars":6047,"description_truncated":false,"requirements":{"experience_years_min":2,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":["Continuous learning","Equity","Parental leave"],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":true,"industries":["Transport Infrastructure","Smart Mobility"],"lifecycle":[{"event":"open","at":"2026-10-06T04:21:06Z"}],"visa":[{"country":"US","licensed_sponsor":true,"evidence":"H-1B filings in 12 months: 3","filings_12m":3,"filings_prev_12m":1,"green_card_filings_12m":0,"median_offered_wage_usd":147500,"route":null,"cap_exempt":false,"checked_at":"2026-10-03T21:08:04+00:00","sources":["US Department of Labor: LCA disclosure data (H-1B, H-1B1, E-3)"],"filings_for_role_12m":3}],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":6,"expected_fill_days":50,"reasons":["conf:1","win:early","comp:junior"],"computed_at":"2026-10-12T06:55:09Z"},"pay":null,"html_url":"https://alion.io/job/blissway-software-engineer-machine-learning-operations","json_url":"https://alion.io/job/blissway-software-engineer-machine-learning-operations.json","meta":{"generated_at":"2026-10-12T14:19:14Z","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":22552,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-13T00:00:00Z"}},"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":5453},"rest":"https://alion.io/mcp/rest/get_company?id=5453"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fblissway-software-engineer-machine-learning-operations"},{"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%2Fblissway-software-engineer-machine-learning-operations"},{"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%2Fblissway-software-engineer-machine-learning-operations"},{"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/blissway-software-engineer-machine-learning-operations\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fblissway-software-engineer-machine-learning-operations"}]}