skillfactor-pipeline/data/gated/actuarial-assistant.jsonl

{"job_id": "8agCZHDzGpP7okhVAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad focuses on consulting services and doesn't describe actuarial work (statistical data research to set premium rates/insurance policies). It mentions risk management broadly but does not indicate that the role *performs* actuarial tasks.", "title": "Actuarial Assistant II - Actuarial Support (PAS5)"}
{"job_id": "IE-_5KmRE-gWDB4xAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad focuses on a broader role within KPMG (P&C Associate) and emphasizes general consulting/business transformation skills. While 'Actuarial' is in the title, the opening text does not describe the core duties of an actuarial assistant as defined by statistical data research for premium rates", "title": "Actuarial P&C Associate"}
{"job_id": "nNFz8APtONxd6wDUAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Actuarial Analyst' which is a direct synonym of 'actuarial assistant/aide'. The description focuses on actuarial analysis and data work aligning with the ESCO definition.", "title": "Actuarial Analyst I - Pharmacy (Remote)"}
{"job_id": "Az_P7KWZIF9f6JKhAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Actuarial Assistant', which directly matches the target occupation. The opening describes tasks consistent with actuarial work (model governance, validation, building models for valuation and financial planning), even if it focuses on a specific aspect of the role.", "title": "Actuarial Assistant - E05"}
{"job_id": "woXs23xLlP3k6skAAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Actuarial Assistant', which directly matches the target occupation. The opening text further confirms this by mentioning Banner Life Insurance Company and actuarial work related to insurance policies.", "title": "Actuarial Assistant"}
{"job_id": "RtEJSHqIOssK0njtAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad describes a supervisory role ('oversees and directs the work of analysts') and focuses on departmental strategy and management responsibilities. This is significantly different from the ESCO definition of an actuarial assistant who performs statistical data research and applies formulas t", "title": "Actuarial Associate (ASA) - Pharmacy (Remote)"}
{"job_id": "5LT4PmmIH9IltjbhAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Actuarial Assistant', which directly matches the target occupation. The opening describes work within a financial security context that aligns with actuarial principles (risk assessment, premium rates, insurance policies).", "title": "Actuarial Assistant"}
{"job_id": "CWco_JCa15Tjc8yLAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an \"Actuarial Assistant\" and describes responsibilities (model validation & governance) that align directly with the ESCO definition of performing statistical data research to inform premium rates and policies. The opening reinforces this by mentioning actuarial models an", "title": "Actuarial Assistant: Model Validation & Analytics"}
{"job_id": "HmGMz_TLObyFOdcUAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title includes \"Consultant\" and \"Analyst\", while the opening describes management consulting generally. Although the ad mentions an Actuarial Practice, it does not advertise for an actuarial assistant role itself. The primary roles are consultant/analyst, which are distinct from the targe", "title": "Oliver Wyman Actuarial - Full-Time Consultant and Analyst Roles - 2027"}
{"job_id": "YeR3xqxj1M34HZJkAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"P&C Actuarial Assistant\", which is a direct synonym of \"actuarial assistant\". The description details tasks aligning with actuarial work (reserving insurance business, statistical standards, modeling techniques).", "title": "P&C Actuarial Assistant"}
{"job_id": "53904fM0WwNz8f3zAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a \"Sr. Health Actuary Consultant\", which is a consulting role *using* actuarial skills, but not an entry-level assistant/aide position. The target occupation is an introductory role focused on data research and rate setting, while this is a senior consultant leading client engageme", "title": "Sr. Health Actuary Consultant"}
{"job_id": "7g8jlTxcJn9b9M_DAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Senior Actuarial *Analyst*, not an *Assistant*. While both roles are within the actuarial field, they represent different levels of experience and responsibility. The opening describes responsibilities beyond those typically assigned to an assistant-level role (e.g., being a main", "title": "Senior Actuarial Analyst, PRCB"}
{"job_id": "dCanw9of1QFAm9zBAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an 'Associate Manager' role, which is a management position. While it mentions actuarial work as part of the responsibilities, the primary function is financial analysis and project/client management within healthcare benefits. This is not an actuarial assistant (or aide or analyst", "title": "Healthcare Financial/Actuarial Associate Manager"}
{"job_id": "2l7f5cvNPnliRv-vAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"Actuarial Assistant\" which is a direct synonym of the target occupation. The opening describes work within an insurance company, aligning with the ESCO definition's focus on premium rates and insurance policies.", "title": "Financial and Insurance Risk Actuarial Assistant"}
{"job_id": "OXF4MLd54Fa779MTAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an \"Actuarial Assistant\" and the description details tasks (data analysis, creating illustrations/quotes) that align directly with the ESCO definition of performing statistical data research to support premium rates and insurance policies.", "title": "Actuarial Assistant | Apply Now"}
{"job_id": "tVqNrtVwLI1Jg7eQAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title is \"Senior Associate, Actuary\", which is a more senior role than an actuarial assistant. While related to the field, it's not the target occupation itself.", "title": "Senior Associate, Actuary"}
{"job_id": "qRlF8izHHe_TXa5PAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"Actuarial Analyst\", which is a direct synonym of \"actuarial assistant\" as stated in the provided definitions. The opening text does not contradict this; it describes work arrangements and doesn't change the core role.", "title": "Actuarial Analyst II"}
{"job_id": "GaXN0vtdLWTcqHlQAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title is \"Sr. Government Healthcare Actuary\", which is for an actuary - a fully qualified professional. The target occupation is an *assistant* to an actuary. While the work involves actuarial tasks, it's not the entry-level assistant role specified.", "title": "Sr. Government Healthcare Actuary"}
{"job_id": "sNG_ksygeUPmGDEcAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an 'Actuarial Assistant' and describes tasks (rate/reserve reviews, pricing analysis) directly aligned with the ESCO definition of performing statistical data research to set premium rates and assess risk. The role is presented as a core actuarial position within a career", "title": "Actuarial Assistant"}
{"job_id": "3jtL_ot1oAasHRF2AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an 'Actuarial Intern'. While related to the field, an intern is a training position, not the target occupation of 'actuarial assistant' itself. The opening describes Milliman's services but doesn't specify that the intern will be performing actuarial assistance tasks.", "title": "Actuarial Intern - Summer 2027 - Philadelphia (Remote) Health"}
{"job_id": "9oPOCqvnaQFkEP2iAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"Actuarial Analyst\", which is a direct synonym of \"actuarial assistant\" as stated in the provided definitions. The opening describes duties related to benefit calculations, data reconciliation and preparation of actuarial communications - all tasks performed by an actuary o", "title": "Associate Actuarial Analyst | Retirement & Investment"}
{"job_id": "UN9qZcekMt057dvRAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Health Actuarial Assistant\", which is a direct synonym of \"actuarial assistant\" as it specifies the field of application (health) but maintains the core role. The description details tasks aligning with actuarial work: pricing, projections, and statistical analysis for", "title": "Health Actuarial Assistant"}
{"job_id": "70yMFPqq0uON9cNJAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title includes \"Analyst\", but the opening focuses on Treasury, Capital Management and Asset Liability Management - a different role family than actuarial work. While an actuary *analyst* exists, this is not presented as such in the opening text; it's about financial management generally.", "title": "Int Actuary Analyst - Full-time"}
{"job_id": "x93vF8SX3c2yG8ZMAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"Actuarial Associate\", which is a direct synonym of \"actuarial assistant\". The description mentions pricing and product development, aligning with the ESCO definition's focus on premium rates and insurance policies.", "title": "Actuarial Associate - IR Pricing & Product Development"}
{"job_id": "10q77bHivOXdElzzAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an 'Associate Actuary', which is a more senior role than an 'actuarial assistant'. While actuarial work is involved, the advertised position isn't the target occupation itself; it's a step *beyond* that. The title and opening focus on actuarial pricing at a higher level.", "title": "Associate Actuary, Retirement Strategies Finance and Actuarial Pricing (Hybrid)"}
{"job_id": "ROhmMMsiGRfiAYn_AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad opening focuses entirely on company background and values. It does not describe any actuarial work or responsibilities, nor does it mention statistical analysis, premium rates, or insurance policies. While the title includes 'Actuarial Assistant / Analyst', the content suggests a broader ", "title": "Actuarial Assistant / Analyst"}
{"job_id": "Q2jMsn7mAFGpqm2CAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an 'Associate Actuary', which is a more senior role than an actuarial assistant/aide. While it's within the same field (actuarial), it's not the target occupation itself.", "title": "Associate Actuary - UL Valuation"}
{"job_id": "jJYNOOUpudUOcvQBAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an 'Associate Actuary', which is a more senior role than an actuarial assistant/aide. While it involves actuarial work (reserving), the title indicates a different level of experience and responsibility. An individual hired into this position would introduce themselves as an Actuar", "title": "Associate Actuary - Reserving"}
{"job_id": "NgvLTtoCarkJpugHAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"Assistant Actuarial Analyst\", which is a direct synonym of \"actuarial assistant\" as stated in the provided definitions. The description details tasks directly related to actuarial work (model development, rate monitoring), confirming relevance.", "title": "Assistant Actuarial Analyst, Pricing"}
{"job_id": "fkgz_rUzjEz2MH1DAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title is \"Int Actuary Analyst\", which while related to actuarial work, is not an 'actuarial assistant' or a direct synonym. The opening focuses on company culture and doesn't describe the tasks of an actuarial assistant as defined in the ESCO definition.", "title": "Int Actuary Analyst"}
{"job_id": "417MdVBPoIPmcTo8AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a \"Consulting Actuary\", which is a significantly more senior role than an actuarial assistant/aide/analyst assistant. While it's in the same field, it's not the target occupation itself.", "title": "Consulting Actuary - Health (FSA)"}
{"job_id": "leeZCxYb0c7nuHtPAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"Actuarial Assistant\", which is a direct synonym of the target occupation. The opening does not contradict this; it provides company background.", "title": "Property Pricing Actuarial Assistant — Hybrid & Growth"}
{"job_id": "LnB64Vs4SRSJ0Bm1AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an 'Actuarial Analyst I', which while related to an actuarial assistant, represents a more senior role requiring independent analysis and potentially leading projects. The opening focuses on the company's mission and values, not the specific tasks of an actuarial assistant. An indi", "title": "Actuarial Analyst I"}
{"job_id": "cx96N6x73dlMjS_3AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"Actuarial Assistant\" as the role and describes tasks related to statistical modeling for insurance products (Variable Annuities), aligning directly with the ESCO definition of an actuarial assistant performing data research to set premium rates and assess risk.", "title": "Actuarial Assistant - Modeling (Charlotte, NC (Hybrid) or Remote)"}
{"job_id": "nCzkd_yR2huOpmA_AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"Assistant Actuarial Analyst\", which is a direct synonym of \"actuarial assistant\" as stated in the provided definitions. The description details tasks directly related to actuarial work (model development, rate monitoring), confirming relevance.", "title": "Assistant Actuarial Analyst, Reserving"}
{"job_id": "bYvPJPBocjArRaw6AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"actuarial trainees\" and focuses on actuarial science applications, aligning directly with the target occupation of an actuarial assistant/analyst. The term 'associate' is a common synonym for entry-level actuarial roles.", "title": "Actuarial Associate"}
{"job_id": "aRdWFXDfo1kl3-m2AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad focuses on investment and risk modeling within a financial firm (KKR). While actuarial skills *could* be used in risk modeling, this role is not an 'actuarial assistant' performing the core ESCO-defined tasks of premium rate setting and policy review. The title 'Actuarial Associate' is mi", "title": "Actuarial Associate, Insurance Risk Modeling"}
{"job_id": "fxy_ID2J35ybX75GAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job title is 'Actuarial Analyst II', which is a direct synonym of 'actuarial assistant' as indicated in the provided definitions ('actuarial analyst assistant'). The opening further confirms this by describing an Actuarial Analyst role.", "title": "Actuarial Analyst II"}
{"job_id": "gC0tQFw1DMZUy61hAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title is \"Actuarial Analyst\", which while related to an actuarial assistant, is a more senior role. The opening focuses on company details and does not describe tasks aligning with the ESCO definition of an actuarial *assistant*. It's likely this is for a fully-fledged analyst position.", "title": "Actuarial Analyst"}
{"job_id": "te46Rr37TCKfw-naAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title is \"Actuary, Modeling\" which is a more senior role than an actuarial assistant. While modeling is *part* of what an actuarial assistant might do, the title indicates a fully qualified actuary position, not an entry-level assistant role. The opening describes the company and its prod", "title": "Actuary, Modeling"}
{"job_id": "eoNi5YrrhhRUp_qgAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad describes a role focused on financial analysis of health programs and interfacing with clients/vendors. While 'actuarial' is in the title, it's combined with 'Financial Lead Associate', indicating a broader finance-oriented position rather than a core actuarial assistant role performing s", "title": "Healthcare Financial/Actuarial Lead Associate"}
{"job_id": "243umOXNBCVNpQxbAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title is \"Actuarial Analyst\", which while related to an actuarial assistant, is a more senior role. The opening paragraph focuses on company culture and does not describe tasks aligning with the ESCO definition of an actuarial *assistant*. It's seeking an analyst, not someone performing i", "title": "Actuarial Analyst"}
{"job_id": "l4_tZJSKDEkrkPpwAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a \"Senior Actuarial Analyst\", which is a different (and more senior) role than an \"actuarial assistant\". While related to the field, it's not the target occupation itself.", "title": "Senior Actuarial Analyst"}
{"job_id": "GWNW3Sri-woz-5NxAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a P&C (Property & Casualty) Actuary, which while related to actuarial work, specifies a different line of business than the general definition provided for an 'actuarial assistant'. The title itself indicates a distinct role. While an actuarial assistant *could* work in P&C, this a", "title": "P&C Assistant Actuary"}
{"job_id": "hQCnSaWM8aV7bCaJAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Senior Actuarial Associate', which is a more experienced role than an actuarial assistant/aide. While it involves actuarial work (experience studies, statistical models), the title indicates a higher level of responsibility and experience not aligned with the target occupation.", "title": "Senior Actuarial Associate"}
{"job_id": "fR-L4Yhv8iT9AWG1AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title includes \"Assistant Director\", indicating a leadership role that is significantly different from an actuarial assistant. While it also mentions \"Actuarial Associate,\" the primary focus appears to be on direction and strategy for a large portfolio, not performing statistical data res", "title": "Assistant Director and Actuarial Associate"}
{"job_id": "G5T8VIyQICkn31-lAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: instructor", "title": "Remote Actuarial Analyst AI Finance Model Trainer"}
{"job_id": "hMyxM5eaYlq60KSrAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Actuarial Assistant', which directly matches the target occupation. The opening paragraph focuses on company culture but does not contradict the role itself.", "title": "Actuarial Assistant"}
{"job_id": "73H0Swazy2hEQE4-AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an internship within a consulting practice. While it mentions 'Actuarial' in the title and opening, the primary focus is on management consulting, not performing actuarial work itself. The description focuses on the firm's overall services, not the specific tasks of an actuarial as", "title": "Oliver Wyman Actuarial - Internship - Summer 2027"}
{"job_id": "DcFbP94cV1s2snbtAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a \"Senior Actuarial Analyst - Pricing\", which is a more senior role than an actuarial assistant/aide. While related to the field, it's not the target occupation itself.", "title": "Senior Actuarial Analyst - Pricing"}
{"job_id": "T1S1eRnqC1jn11wRAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title is \"Senior Actuarial Analyst\", which is a different role than \"actuarial assistant\". While both roles are in the actuarial field, an analyst is not an assistant and would introduce themselves differently.", "title": "Senior Actuarial Analyst"}
{"job_id": "xMVGKO63YZ_lhUO1AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title is 'Actuarial Analyst', which *could* be a senior role to an actuarial assistant, but the opening paragraph focuses on general company culture and benefits without mentioning any actuarial work or tasks. There's no indication this is an entry-level assistant position.", "title": "Actuarial Analyst"}
{"job_id": "tnYng8wgO9-08ErSAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an 'Actuarial Analyst II', which while related to an actuarial assistant, represents a more senior role with broader responsibilities beyond basic assistance and data research. The description focuses on analysis and modeling rather than the core tasks of an assistant (reviewing do", "title": "Actuarial Analyst II Health Care Pricing"}
{"job_id": "BTHuqbSH86-ez5fjAAAAAA==", "relevant": false, "stage": "llm", "reason": "While related to actuarial work, this ad specifically seeks a P&C (Property & Casualty) Actuary, which is a specialization *within* the broader actuarial field but not the target occupation of 'actuarial assistant'. The requirements (CAS exams and lines of experience) indicate an expectation beyond ", "title": "P&C Assistant Actuary"}
{"job_id": "HzqYr2iFw3ioApITAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an 'Actuary', which while related to actuarial work, is a more senior role than an 'actuarial assistant'. The description focuses on value-based care and doesn't describe the tasks of an entry-level actuarial position. An actuary would not introduce themselves as an 'actuarial assi", "title": "Actuary - Value-Based Care"}
{"job_id": "u5hXqbB1wJTpGHGuAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title is \"Experience Study Actuary\", which implies a more senior actuarial role focused on experience studies - not an entry level assistant position. The opening focuses on company values and doesn't describe tasks of an actuarial assistant.", "title": "Experience Study Actuary, Life Assumption"}
{"job_id": "O6zFbed6SdSQ_vbIAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a \"Senior Actuarial Analyst\", which while related to an actuarial assistant, is a different (more senior) role. The opening focuses on the company's mission and values, not the tasks of an actuarial assistant.", "title": "Senior Actuarial Analyst"}
{"job_id": "EkQAu3LPI7ND3v1FAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a \"Senior Consultant\" role, which is a different role family than an \"actuarial assistant\". While it's within the actuarial field, the core function described is consulting, not performing the tasks of an actuarial assistant as defined in the ESCO definition.", "title": "Health Solutions Actuarial Senior Consultant"}
{"job_id": "TNIOIUvg6dmw9UaRAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job title includes 'Assistant Actuary', which is a direct synonym of 'actuarial assistant'. The opening doesn't contradict this; it provides company background.", "title": "Senior Assistant Actuary, Valuation - E08"}
{"job_id": "caJ13XCAcktKWoWsAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job title 'Para-Actuary I' is a direct synonym for 'actuarial assistant'. While the opening paragraph focuses on company culture, the title itself indicates a role performing actuarial work.", "title": "Para-Actuary I"}