{"id":117534,"url":"https://alion.io/job/anavation-sr-cyber-engineer-ai","title":"Sr. Cyber Engineer (AI)","company":{"id":5038,"name":"AnaVation","domain":"anavationllc.com","url":"https://alion.io/company/anavation","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Lever","truth_index":{"grade":"B","score":83,"open_postings":6,"ghost_share":0,"stale_share":0.667,"repost_share":0,"time_to_fill_p50_days":52,"computed_at":"2026-10-17T05:46:00Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Chantilly, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":136000,"max_usd":259000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":1213},"experience_years_min":7,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Binary Ninja","optional":false},{"name":"C++","optional":false},{"name":"Frida","optional":false},{"name":"Ghidra","optional":false},{"name":"IDA Pro","optional":false},{"name":"Machine Learning","optional":false},{"name":"Multimodal AI","optional":false},{"name":"Python","optional":false},{"name":"Rust","optional":false},{"name":"Assembly","optional":true},{"name":"Fine-tuning","optional":true},{"name":"Red Teaming","optional":true},{"name":"Reinforcement Learning","optional":true},{"name":"Threat Modeling","optional":true}],"status":"live","first_seen_at":"2026-05-19T15:58:36Z","employer_posted_date":"2026-05-19","last_verified_at":"2026-10-18T05:33:23Z","board_verified":true,"closed_at":null,"days_open":151,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":151},"description":"Description of Task to be Performed:\nWe are seeking a Senior AI Engineer with deep experience in vulnerability research, reverse engineering, and automated exploit discovery. In this role, you will build advanced AI-driven systems to analyze binaries, discover flaws, and support secure engineering across complex environments. You will work at the intersection of security research, machine learning, and large-scale automation-designing tools that push the boundaries of modern vulnerability detection.\nKey Responsibilities\nLead research and development of automated systems for reverse engineering, including static, dynamic, and symbolic analysis workflows.\nCreate tools to analyze compiled code, firmware, protocols, and novel architecture.\nCollaborate with VR researchers to convert cutting-edge techniques into scalable AI-driven capabilities.\nBuild pipelines for ingesting binaries, disassembling, performing feature extraction, and training ML models.\nPerform hands-on reverse engineering of complex software to validate and improve AI-based approaches.\nIntegrate LLMs and multimodal models into security workflows (e.g., code reasoning, decompilation assistance, exploit surface mapping).\nDocument methodologies, findings, and architectures for internal engineering and security teams.\nMentor junior engineers and guide cross-functional research initiatives.\nRequired Qualifications:\n7+ years of experience in vulnerability research, reverse engineering, or low-level systems security.\nStrong proficiency with reverse engineering tools such as IDA Pro, Ghidra, Binary Ninja, Frida, or similar.\nExpert knowledge of exploit classes, memory corruption, program analysis, and OS-level internals.\nProfessional experience building or integrating ML/AI systems, including transformer-based models or code-intelligence architectures.\nProficiency in Python and at least one low-level language (C/C++, Rust, or Assembly).\nStrong understanding of binary formats (ELF, PE), calling conventions, and compiler behaviors.\nExperience with static analysis, dynamic instrumentation, fuzzing frameworks, or symbolic execution tools\n Clearance: Active TS/SCI Clearance with CI Polygraph \nPreferred Qualifications:\nExperience developing AI/ML models that assist in binary analysis, vulnerability detection, and exploit pattern identification.\nExperience training or fine-tuning ML models for code or binary analysis.\nFamiliarity with reinforcement learning, program synthesis, or neurosymbolic reasoning.\nExperience analyzing embedded systems, mobile platforms, or cloud-native workloads.\nPublications, conference presentations, or open-source contributions in security research or program analysis.\nPrior experience in red team research or advanced threat modeling.","description_format":"text","description_chars":2755,"description_truncated":false,"requirements":{"experience_years_min":7,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":true,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Artificial Intelligence","National Security","Intelligence","Cloud Consulting & Migration"],"lifecycle":[{"event":"open","at":"2026-05-19T15:58:36Z"}],"visa":[],"liveness":{"score":15,"band":"cold","label":"Long shot","p_open":1,"p_active":0.535,"p_room":0.28,"age_days":150,"expected_fill_days":52,"reasons":["conf:2","velocity","win:tail","crowd:"],"computed_at":"2026-10-17T05:46:00Z"},"pay":null,"html_url":"https://alion.io/job/anavation-sr-cyber-engineer-ai","json_url":"https://alion.io/job/anavation-sr-cyber-engineer-ai.json","meta":{"generated_at":"2026-10-18T06:02:23Z","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":9007,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-19T00:00:00Z"}},"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":5038},"rest":"https://alion.io/mcp/rest/get_company?id=5038"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fanavation-sr-cyber-engineer-ai"},{"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%2Fanavation-sr-cyber-engineer-ai"},{"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%2Fanavation-sr-cyber-engineer-ai"},{"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/anavation-sr-cyber-engineer-ai\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fanavation-sr-cyber-engineer-ai"}]}