{"id":2810821,"url":"https://alion.io/job/snapdrum-ai-and-data-engineer","title":"AI and Data Engineer","company":{"id":4446803,"name":"Snapdrum","domain":"snapdrum.com","url":"https://alion.io/company/snapdrum","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Rooster","truth_index":{"grade":"B","score":75,"open_postings":4,"ghost_share":0,"stale_share":1,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-10-20T05:45:00Z"}},"role":"Data Science","role_family":"Data Science","seniority":null,"employment_type":"full_time","work_mode":"remote","remote_scope":"unspecified","remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"inferred","locations":[],"countries":[],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Anthropic","optional":false},{"name":"Apache Kafka","optional":false},{"name":"AWS","optional":false},{"name":"BigQuery","optional":false},{"name":"dbt","optional":false},{"name":"Docker","optional":false},{"name":"FastAPI","optional":false},{"name":"Flask","optional":false},{"name":"GCP","optional":false},{"name":"Google BigQuery","optional":false},{"name":"Kubernetes","optional":false},{"name":"LangChain","optional":false},{"name":"LlamaIndex","optional":false},{"name":"LLM","optional":false},{"name":"MLFlow","optional":false},{"name":"OpenAI","optional":false},{"name":"PostgreSQL","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Snowflake","optional":false},{"name":"Spark","optional":false},{"name":"SQL","optional":false},{"name":"Terraform","optional":false},{"name":"Tool Use","optional":false}],"status":"live","first_seen_at":"2026-08-02T09:28:10Z","employer_posted_date":"2026-08-02","last_verified_at":"2026-10-21T02:47:39Z","board_verified":true,"closed_at":null,"days_open":79,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":79},"description":"About SnapDrumSnapDrum provides AI-native engineering capacity to technology companies in the UK and US.\nWe help clients move beyond AI experimentation by embedding engineers who can build data pipelines, integrate models, evaluate outputs and deploy reliable AI-enabled systems into production.\nWe are developing a carefully vetted talent network for upcoming client opportunities.\nThe opportunity\nWe are looking for AI and data engineers who combine strong software-engineering fundamentals with practical experience building production data or AI systems.\nThis is not a research-only role and it is not a prompt-engineering role. You should be comfortable working across data pipelines, APIs, model integrations, evaluation, deployment and monitoring.\nSuccessful candidates will become part of SnapDrum’s client-ready talent network and may be matched to UK or US client engagements based on their experience, availability and technical fit.\nWhat you may work on\nBuild reliable data-ingestion and transformation pipelines.\nDesign APIs and services that integrate AI models into existing products.\nDevelop retrieval-augmented generation systems.\nBuild search, embedding and vector-database workflows.\nIntegrate commercial and open-source language models.\nDesign evaluation frameworks for AI quality, accuracy and safety.\nCreate monitoring for model performance, latency and failures.\nImprove data quality, observability and lineage.\nBuild batch and real-time processing workflows.\nDeploy AI and data services to cloud environments.\nCollaborate with product, engineering and business stakeholders.\nTranslate ambiguous business problems into technical solutions.\nDocument architectures, assumptions, risks and operating procedures.\nUse AI development tools responsibly and verify generated outputs.\nRequired experience\nStrong Python programming ability.\nGood software-engineering fundamentals, including testing, source control and code review.\nExperience building data pipelines or production backend systems.\nExperience with SQL and relational databases.\nFamiliarity with cloud platforms such as GCP or AWS.\nUnderstanding of APIs, distributed systems and deployment.\nExperience working with structured and unstructured data.\nAbility to explain technical work clearly to non-specialists.\nStrong spoken and written English.\nA track record of independently delivering meaningful technical work.\nRelevant technologies may include\nPython\nSQL\nFastAPI or Flask\nPostgreSQL\nBigQuery\nSnowflake\nSpark\nAirflow\ndbt\nKafka or Pub/Sub\nDocker\nKubernetes\nTerraform\nLangChain or LlamaIndex\nVector databases\nOpenAI, Anthropic, Google or open-source model APIs\nMLflow or comparable monitoring and evaluation tools\nYou are not expected to know every technology listed.\nStrong candidates will also demonstrate\nProduction experience with LLM applications.\nExperience creating automated evaluation systems.\nKnowledge of data privacy and secure model integration.\nExperience with RAG, agents or tool-calling systems.\nExperience deploying on GCP or AWS.\nRelevant cloud or data certifications.\nExperience working with international clients.\nAbility to lead technical discovery and recommend practical solutions.\nWhat we value\nWe look for engineers who:\nunderstand that a working demo is not the same as a production system;\nvalidate model output rather than trusting it blindly;\ncommunicate uncertainty honestly;\nthink about security, cost, latency and maintainability;\nask questions before building the wrong thing;\ntake ownership of delivery;\nlearn new technologies quickly;\nuse AI tools to improve execution while remaining accountable for the result.\nHiring process\n1. Application and eligibility review\n2. Asynchronous video interview\n3. Practical AI or data-engineering assessment\n4. Live technical interview\n5. Ownership and communication interview\n6. Reference and credential verification\n7. Addition to the SnapDrum client-ready talent network\n8. Client-specific matching and interviews when a suitable opportunity becomes available\nLocation and working model\nRemote from Sri Lanka\nFuture full-time or long-term client engagements\nUK or US working-hours overlap may be required\nOpportunity timing will depend on client demand and candidate fit\nCompensation\nCompensation will be agreed for each client engagement based on experience, seniority, technical specialization and working-hours requirements.","description_format":"text","description_chars":4383,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[{"language":"English","level":"All levels","optional":false}]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":[],"lifecycle":[{"event":"open","at":"2026-10-18T09:32:28Z"}],"visa":[],"liveness":{"score":11,"band":"cold","label":"Long shot","p_open":1,"p_active":0.395,"p_room":0.28,"age_days":78,"expected_fill_days":27,"reasons":["conf:0","win:tail","crowd:"],"computed_at":"2026-10-20T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/snapdrum-ai-and-data-engineer","json_url":"https://alion.io/job/snapdrum-ai-and-data-engineer.json","meta":{"generated_at":"2026-10-21T04:16:48Z","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":6236,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-22T00:00:00Z"}},"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":4446803},"rest":"https://alion.io/mcp/rest/get_company?id=4446803"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fsnapdrum-ai-and-data-engineer"},{"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%2Fsnapdrum-ai-and-data-engineer"},{"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%2Fsnapdrum-ai-and-data-engineer"},{"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/snapdrum-ai-and-data-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fsnapdrum-ai-and-data-engineer"}]}