{"id":2772869,"url":"https://alion.io/job/ust-ml-engineer-i-4","title":"ML Engineer I","company":{"id":1774626,"name":"UST","domain":"ust.com","url":"https://alion.io/company/ust-com","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"RippleHire","truth_index":{"grade":"B","score":80,"open_postings":138,"ghost_share":0,"stale_share":1,"repost_share":0,"time_to_fill_p50_days":19,"computed_at":"2026-10-20T05:45:00Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"junior","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":9000,"max_usd":24000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":16},"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AIOps","optional":false},{"name":"CI/CD","optional":false},{"name":"gRPC","optional":false},{"name":"Rest API","optional":false},{"name":"Angular","optional":true},{"name":"Apache Kafka","optional":true},{"name":"AWS","optional":true},{"name":"Azure","optional":true},{"name":"Docker","optional":true},{"name":"ETL/ELT","optional":true},{"name":"GCP","optional":true},{"name":"Git","optional":true},{"name":"GitHub Actions","optional":true},{"name":"GitLab CI","optional":true},{"name":"GitOps","optional":true},{"name":"Go","optional":true},{"name":"Grafana","optional":true},{"name":"Java","optional":true},{"name":"JavaScript","optional":true},{"name":"Jenkins","optional":true},{"name":"Kubernetes","optional":true},{"name":"npm","optional":true},{"name":"OpenTelemetry","optional":true},{"name":"Prometheus","optional":true},{"name":"Python","optional":true},{"name":"React.js","optional":true},{"name":"Spark","optional":true},{"name":"SQL","optional":true},{"name":"TorchServe","optional":true},{"name":"Triton","optional":true},{"name":"TypeScript","optional":true},{"name":"Vue.js","optional":true}],"status":"live","first_seen_at":"2026-04-14T00:00:00Z","employer_posted_date":"2026-10-17","last_verified_at":"2026-10-20T04:38:35Z","board_verified":true,"closed_at":null,"days_open":189,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":189},"description":"NXP is rapidly scaling advanced analytics, AI/ML, and data-driven decision making across R&D. As our Data & AI Architect, you will define and realize the architectural vision that underpins these capabilities. You will explore opportunities beyond the paved road, drive innovation, and guide global teams in delivering secure, scalable, and future proof data and AI solutions.\nThis role is ideal for a highly experienced architect ready for their next step combining deep hands on expertise with strategic thinking, leadership, and enterprise collaboration.\nRole and responsibilities\nDesign and build platform components for an AI platform including core services, SDKs, client libraries, and reusable modules.Develop and maintain APIs (REST/gRPC) with clear versioning, backward compatibility, and OpenAPI/IDL specifications.Create and support CLIs and developer tools to simplify onboarding, testing, and deployment for internal and external users.Integrate features end to end: wire backend services to UI components, ensure consistent UX for platform features, and ship production ready front end changes.Implement SDKs and client libraries across languages, manage packaging, distribution, and semantic versioning.Build and operate data pipelines for ingestion, transformation, and feature preparation; ensure data quality, lineage, and monitoring.Collaborate with ML and DevOps teams to enable model training, serving, and lifecycle management; integrate with CI/CD and AIOps workflows.Ensure reliability and performance: write tests (unit, integration), benchmark services, and optimize latency and throughput.Document and evangelize APIs, SDKs, CLIs, and integration patterns; produce examples, tutorials, and SDK reference guides.Security and compliance: implement secure defaults, secrets handling, and input validation for APIs and SDKs.Continuous improvement: gather developer feedback, iterate on DX (developer experience), and reduce friction for platform consumers.Education and Experience\n\nBachelor s or master degree in Computer Science, Information Technology, Engineering, or equivalent\n5+ years of experience in building backend services, SDKs, APIs, and data pipelines; experience with AI/ML platforms or MLOps is highly desirable.\nProven track record shipping production SDKs or client libraries and maintaining public or internal APIs.\nExperience integrating backend services with modern front ends and shipping UI features.\nHands on experience with data engineering tools and production data workflows.Required Skills and Expertise\n\nLanguages: Python; plus one or more of Go, Java, or TypeScript.\nAPI and SDK: REST, gRPC, OpenAPI; SDK design patterns; packaging and distribution (PyPI, npm).\nCLI development: experience building robust CLIs (e.g., Click, argparse, Cobra).Frontend integration: familiarity with React, Angular, or Vue for adding UI features and collaborating with frontend engineers.Data engineering: SQL, ETL patterns, Spark, Airflow, Kafka or other streaming systems, Parquet/Delta.Model serving and MLOps: exposure to model serving frameworks (Triton, TorchServe, KFServing) and model lifecycle concepts.Cloud and infra: AWS/GCP/Azure fundamentals; containerization with Docker; Kubernetes basics for deploying services.CI/CD and automation: Git, GitOps, Jenkins/GitHub Actions/GitLab CI, automated testing and release pipelines.Observability and testing: logging, metrics, tracing (Prometheus, Grafana, OpenTelemetry); strong testing discipline.Security and reliability: secrets management, input validation, rate limiting, and API security best practices.","description_format":"text","description_chars":3600,"description_truncated":false,"requirements":{"experience_years_min":5,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"master","optional":true},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["IT Consulting & Digital Transformation","IT Outsourcing & Dedicated Teams"],"lifecycle":[{"event":"open","at":"2026-10-17T06:55:26Z"}],"visa":[],"liveness":{"score":1,"band":"cold","label":"Long shot","p_open":1,"p_active":0.05,"p_room":0.28,"age_days":189,"expected_fill_days":19,"reasons":["conf:1","stale_co","velocity","win:tail","crowd:junior,brand"],"computed_at":"2026-10-20T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/ust-ml-engineer-i-4","json_url":"https://alion.io/job/ust-ml-engineer-i-4.json","meta":{"generated_at":"2026-10-20T08:15:04Z","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":8827,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-21T00:00:00Z"}},"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":1774626},"rest":"https://alion.io/mcp/rest/get_company?id=1774626"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fust-ml-engineer-i-4"},{"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%2Fust-ml-engineer-i-4"},{"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%2Fust-ml-engineer-i-4"},{"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/ust-ml-engineer-i-4\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fust-ml-engineer-i-4"}]}