{"id":2624883,"url":"https://alion.io/job/bright-vision-technologies-ml-platform-engineer-bright-vision-technologies-6","title":"ML Platform Engineer - Bright Vision Technologies","company":{"id":452187,"name":"Bright Vision Technologies","domain":"brightvisiontechnologies.com","url":"https://alion.io/company/bright-vision-technologies-2","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"staffing","is_intermediary":false,"listed_via":null,"ats_vendor":"JazzHR","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"staff","employment_type":null,"work_mode":"remote","remote_scope":"stated_countries","remote_scope_basis":"posting_text","remote_working_hours":null,"hiring_geo_confidence":"explicit","locations":["South Plainfield, United States"],"countries":["US"],"hiring_countries":["US"],"hiring_countries_total":1,"salary":{"min":100000,"max":160000,"currency":"USD","period":"year","gross":null,"usd_annual":160000},"salary_estimate":null,"experience_years_min":10,"visa_sponsorship":true,"relocation_package":false,"has_equity":false,"technologies":[{"name":"C++","optional":false},{"name":"Kubernetes","optional":false},{"name":"KV Cache","optional":false},{"name":"LLM","optional":false},{"name":"Machine Learning","optional":false},{"name":"Platform Engineering","optional":false},{"name":"Python","optional":false},{"name":"Recommender Systems","optional":false},{"name":"Rust","optional":false},{"name":"Speculative Decoding","optional":false},{"name":"TensorRT-LLM","optional":false},{"name":"FinOps","optional":true},{"name":"Knowledge Distillation","optional":true},{"name":"Model Distillation","optional":true},{"name":"Quantization","optional":true},{"name":"TensorRT","optional":true}],"status":"closed","first_seen_at":"2026-10-15T14:43:46Z","employer_posted_date":"2026-10-15","last_verified_at":"2026-10-22T13:52:02Z","board_verified":false,"closed_at":"2026-10-22T13:52:02Z","days_open":6,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":6},"description":"ML Platform Engineer - Remote\nBright Vision Technologies is a technology consulting and software development company delivering cloud, AI, data, and enterprise solutions across the United States.\nThis is a fantastic opportunity to join an established and well-respected organization offering tremendous career growth potential.\nJob Title: ML Platform Engineer\nLocation: 100% Remote (U.S.)\nPosition Type: Full-time, Direct W2\nSalary Range: $100,000-$160,000 Annually\nExperience Required: 10+ years\nSponsorship: U.S. Citizens, Green Card Holders, EAD Holders, and H-1B transfer candidates are encouraged to apply. We are unable to sponsor new H-1B visa petitions for this position.\nJob Summary:\nWe are seeking a ML Platform Engineer to design, build, and operate high-performance, highly reliable inference platforms for serving large machine learning models in production. The role focuses on the systems engineering side of AI deployment, including request routing, batching, caching, autoscaling, GPU utilization, and end-to-end observability across diverse model workloads. The ideal candidate brings strong distributed systems and performance engineering expertise, has shipped serving systems at scale, and understands the trade-offs between latency, throughput, cost, and quality in ML serving.\nKey Responsibilities\nDesign and operate model serving platforms supporting diverse workloads including LLMs, vision models, and recommendation systems.\nOptimize inference performance using continuous batching, paged attention, speculative decoding, and request multiplexing.\nImplement multi-tenant routing, rate limiting, and quality-of-service policies across model endpoints.\nBuild autoscaling and capacity management systems that balance latency, throughput, and cost.\nTune GPU utilization, memory management, and KV cache strategies for LLM serving workloads.\nIntegrate model serving with API gateways, identity systems, and observability platforms.\nImplement caching, prompt deduplication, and response reuse strategies where appropriate.\nDrive end-to-end observability including latency histograms, queue dynamics, GPU utilization, and error tracking.\nDevelop deployment workflows including canary releases, shadow testing, and automated rollback.\nOperate incident response for high-availability AI services and drive durable reliability improvements.\nCollaborate with ML and product teams to support new model releases and capability rollouts.\nImplement security controls including request signing, content filtering, and abuse detection at the serving layer.\nDocument operational procedures, performance characteristics, and tuning guidance for internal teams.\nStay current with AI serving research and translate advances into production capabilities.\nRequired QualificationsBachelor’s or Master’s degree in Computer Science or a related field.\n10 or more years of experience in distributed systems, infrastructure, or ML platform engineering.\nStrong proficiency in Python and a systems language such as Go, Rust, or C++.\nDeep experience operating high-throughput, low-latency services in production.\nHands-on experience with LLM or large model inference frameworks such as vcLLM or TensorRT-LLM.\nStrong understanding of GPU architecture, memory hierarchies, and accelerator utilization.\nFamiliarity with Kubernetes, autoscaling, and modern cloud platforms.\nExperience with observability stacks including metrics, tracing, and structured logging.\nSolid grounding in performance engineering and capacity planning.\nStrong communication and incident response skills.\nPreferred QualificationsOpen-source contributions to model serving infrastructure.\nExperience with multi-region or globally distributed AI serving.\nFamiliarity with model quantization, distillation, and compression techniques.\nExposure to FinOps for AI workloads and cost-efficient serving design.\nExperience supporting external-facing AI APIs at scale.\nHow to Apply\nWould you like to know more about this opportunity? For immediate consideration, please send your resume to  or contact us at (908) 505-3899. Learn more about Bright Vision Technologies at www.bvteck.com.\nBright Vision Technologies is an Equal Opportunity Employer.\nEqual Employment Opportunity (EEO) Statement\nBright Vision Technologies (BV Teck) is committed to equal employment opportunity (EEO) for all employees and applicants without regard to race, color, religion, sex, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, veteran status, or any other protected status as defined by applicable federal, state, or local laws. This commitment extends to all aspects of employment, including recruitment, hiring, training, compensation, promotion, transfer, leaves of absence, termination, layoffs, and recall.\nBV Teck expressly prohibits any form of workplace harassment or discrimination. Any improper interference with employees' ability to perform their job duties may result in disciplinary action up to and including termination of employment.","description_format":"text","description_chars":5065,"description_truncated":false,"requirements":{"experience_years_min":10,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["IT Consulting & Digital Transformation","IT Staffing & Staff Augmentation"],"lifecycle":[{"event":"open","at":"2026-10-15T14:43:46Z"},{"event":"close","at":"2026-10-22T13:52:02Z"}],"visa":[],"liveness":null,"pay":{"stated_usd_annual":160000,"is_top_pay":false},"html_url":"https://alion.io/job/bright-vision-technologies-ml-platform-engineer-bright-vision-technologies-6","json_url":"https://alion.io/job/bright-vision-technologies-ml-platform-engineer-bright-vision-technologies-6.json","meta":{"generated_at":"2026-10-23T11:48:48Z","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":17929,"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":452187},"rest":"https://alion.io/mcp/rest/get_company?id=452187"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fbright-vision-technologies-ml-platform-engineer-bright-vision-technologies-6"},{"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%2Fbright-vision-technologies-ml-platform-engineer-bright-vision-technologies-6"},{"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%2Fbright-vision-technologies-ml-platform-engineer-bright-vision-technologies-6"},{"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/bright-vision-technologies-ml-platform-engineer-bright-vision-technologies-6\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fbright-vision-technologies-ml-platform-engineer-bright-vision-technologies-6"}]}