{
    "url": "https://www.spotsalary.com/salary/machine-learning-engineer/mauleon-fr-1250619307",
    "canonical": "https://www.spotsalary.com/salary/machine-learning-engineer/mauleon-fr-1250619307",
    "headline": "Machine Learning Engineer Salary in Mauléon, France",
    "description": "Median Machine Learning Engineer salary in Mauléon, France is €148.2K per year. Compare P10–P90 salary bands by experience, take-home pay and a five-year outlook.",
    "occupation": {
        "name": "Machine Learning Engineer",
        "slug": "machine-learning-engineer",
        "family": "technology",
        "soc_code": "15-2051",
        "aliases": [
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            "AI Engineer"
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        "description": null
    },
    "location": {
        "name": "Mauléon, France",
        "slug": "mauleon-fr-1250619307",
        "type": "city",
        "iso2": "FR",
        "currency": "EUR"
    },
    "period": 2026,
    "confidence": 68,
    "status": "published",
    "method": "nearest_neighbor",
    "updated_at": "2026-10-30T22:57:15+00:00",
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            "years_experience": [
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                2
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            "p10": 70790.5,
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            "p50": 96981.32,
            "p75": 108531.85,
            "p90": 121241.07,
            "base_share": 95,
            "bonus_share": 5,
            "equity_share": 0
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        {
            "level": "mid",
            "years_experience": [
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                5
            ],
            "p10": 88551.53,
            "p25": 105839.95,
            "p50": 148233.09,
            "p75": 203766.84,
            "p90": 256190.07,
            "base_share": 88,
            "bonus_share": 8,
            "equity_share": 4
        },
        {
            "level": "senior",
            "years_experience": [
                6,
                9
            ],
            "p10": 147939.54,
            "p25": 179640.87,
            "p50": 211342.2,
            "p75": 243043.53,
            "p90": 285311.97,
            "base_share": 80,
            "bonus_share": 10,
            "equity_share": 10
        },
        {
            "level": "executive",
            "years_experience": [
                10,
                15
            ],
            "p10": 257841.95,
            "p25": 313093.79,
            "p50": 368345.64,
            "p75": 423597.48,
            "p90": 497266.61,
            "base_share": 65,
            "bonus_share": 15,
            "equity_share": 20
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    ],
    "take_home": {
        "currency": "EUR",
        "tax_rate": null,
        "top_rate": 45,
        "method": "top_rate_only",
        "label": "top rate only",
        "standard_deduction": 0,
        "rebate": 0,
        "source": "PwC Worldwide Tax Summaries",
        "source_url": "https://taxsummaries.pwc.com/france?topicTypeId=35fd5f5e-24ba-48d0-a39a-b76315a497dc",
        "retrieved_at": "2026-10-22T00:00:00.000000Z",
        "verified": true,
        "notes": "45, plus surtax and social surcharges",
        "bands": [
            {
                "level": "entry",
                "gross": 96981.32,
                "taxable": null,
                "tax": null,
                "effective_rate": null,
                "net_annual": null,
                "net_monthly": null,
                "method": "top_rate_only",
                "top_rate": 45,
                "standard_deduction": 0,
                "rebate": 0,
                "source": "PwC Worldwide Tax Summaries",
                "source_url": "https://taxsummaries.pwc.com/france?topicTypeId=35fd5f5e-24ba-48d0-a39a-b76315a497dc",
                "retrieved_at": "2026-10-22T00:00:00.000000Z",
                "verified": true,
                "notes": "45, plus surtax and social surcharges"
            },
            {
                "level": "mid",
                "gross": 148233.09,
                "taxable": null,
                "tax": null,
                "effective_rate": null,
                "net_annual": null,
                "net_monthly": null,
                "method": "top_rate_only",
                "top_rate": 45,
                "standard_deduction": 0,
                "rebate": 0,
                "source": "PwC Worldwide Tax Summaries",
                "source_url": "https://taxsummaries.pwc.com/france?topicTypeId=35fd5f5e-24ba-48d0-a39a-b76315a497dc",
                "retrieved_at": "2026-10-22T00:00:00.000000Z",
                "verified": true,
                "notes": "45, plus surtax and social surcharges"
            },
            {
                "level": "senior",
                "gross": 211342.2,
                "taxable": null,
                "tax": null,
                "effective_rate": null,
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                "top_rate": 45,
                "standard_deduction": 0,
                "rebate": 0,
                "source": "PwC Worldwide Tax Summaries",
                "source_url": "https://taxsummaries.pwc.com/france?topicTypeId=35fd5f5e-24ba-48d0-a39a-b76315a497dc",
                "retrieved_at": "2026-10-22T00:00:00.000000Z",
                "verified": true,
                "notes": "45, plus surtax and social surcharges"
            },
            {
                "level": "executive",
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                "tax": null,
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                "method": "top_rate_only",
                "top_rate": 45,
                "standard_deduction": 0,
                "rebate": 0,
                "source": "PwC Worldwide Tax Summaries",
                "source_url": "https://taxsummaries.pwc.com/france?topicTypeId=35fd5f5e-24ba-48d0-a39a-b76315a497dc",
                "retrieved_at": "2026-10-22T00:00:00.000000Z",
                "verified": true,
                "notes": "45, plus surtax and social surcharges"
            }
        ]
    },
    "outlook": {
        "direction": "growing",
        "inflation_pct": 2.2,
        "real_growth_pct": 11.1,
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            {
                "year": 2027,
                "scenario": "base",
                "p25": 157199.41,
                "p50": 167948.09,
                "p75": 178696.77,
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                    {
                        "name": "Inflation (CPI)",
                        "note": "2.2% annual price growth",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Wage growth",
                        "note": "2.8% nominal wage trend",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Role demand trend",
                        "note": "10.0% annual role demand",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Hiring demand",
                        "note": "Demand index 52/100",
                        "weight": "medium",
                        "direction": "steady"
                    },
                    {
                        "name": "Automation exposure",
                        "note": "20% exposure",
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                    },
                    {
                        "name": "Real wage growth",
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                        "weight": "high",
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                    },
                    {
                        "name": "Scenario growth",
                        "note": "13.3% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2027,
                "scenario": "conservative",
                "p25": 155118.22,
                "p50": 165724.59,
                "p75": 176330.97,
                "confidence": 62,
                "drivers": [
                    {
                        "name": "Inflation (CPI)",
                        "note": "2.2% annual price growth",
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                    {
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                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Role demand trend",
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                    },
                    {
                        "name": "Hiring demand",
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                    },
                    {
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                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Real wage growth",
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                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "13.3% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2027,
                "scenario": "optimistic",
                "p25": 159280.61,
                "p50": 170171.59,
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                    {
                        "name": "Inflation (CPI)",
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                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Wage growth",
                        "note": "2.8% nominal wage trend",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Role demand trend",
                        "note": "10.0% annual role demand",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Hiring demand",
                        "note": "Demand index 52/100",
                        "weight": "medium",
                        "direction": "steady"
                    },
                    {
                        "name": "Automation exposure",
                        "note": "20% exposure",
                        "weight": "high",
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                    },
                    {
                        "name": "Real wage growth",
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                    },
                    {
                        "name": "Scenario growth",
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                        "weight": "high",
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                ]
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            {
                "year": 2029,
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                "p25": 200070.41,
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                        "name": "Inflation (CPI)",
                        "note": "2.2% annual price growth",
                        "weight": "high",
                        "direction": "steady"
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                    {
                        "name": "Wage growth",
                        "note": "2.8% nominal wage trend",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Role demand trend",
                        "note": "10.0% annual role demand",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Hiring demand",
                        "note": "Demand index 52/100",
                        "weight": "medium",
                        "direction": "steady"
                    },
                    {
                        "name": "Automation exposure",
                        "note": "20% exposure",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Real wage growth",
                        "note": "11.1% after 2.2% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "13.3% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2029,
                "scenario": "conservative",
                "p25": 192228.84,
                "p50": 207143.15,
                "p75": 222057.45,
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                "drivers": [
                    {
                        "name": "Inflation (CPI)",
                        "note": "2.2% annual price growth",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Wage growth",
                        "note": "2.8% nominal wage trend",
                        "weight": "high",
                        "direction": "up"
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                    {
                        "name": "Role demand trend",
                        "note": "10.0% annual role demand",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Hiring demand",
                        "note": "Demand index 52/100",
                        "weight": "medium",
                        "direction": "steady"
                    },
                    {
                        "name": "Automation exposure",
                        "note": "20% exposure",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Real wage growth",
                        "note": "11.1% after 2.2% inflation",
                        "weight": "high",
                        "direction": "up"
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                    {
                        "name": "Scenario growth",
                        "note": "13.3% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2029,
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                "p25": 208122.39,
                "p50": 224269.82,
                "p75": 240417.24,
                "confidence": 50,
                "drivers": [
                    {
                        "name": "Inflation (CPI)",
                        "note": "2.2% annual price growth",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Wage growth",
                        "note": "2.8% nominal wage trend",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Role demand trend",
                        "note": "10.0% annual role demand",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Hiring demand",
                        "note": "Demand index 52/100",
                        "weight": "medium",
                        "direction": "steady"
                    },
                    {
                        "name": "Automation exposure",
                        "note": "20% exposure",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Real wage growth",
                        "note": "11.1% after 2.2% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "13.3% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2031,
                "scenario": "base",
                "p25": 254614.15,
                "p50": 276754.51,
                "p75": 298894.87,
                "confidence": 38,
                "drivers": [
                    {
                        "name": "Inflation (CPI)",
                        "note": "2.2% annual price growth",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Wage growth",
                        "note": "2.8% nominal wage trend",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Role demand trend",
                        "note": "10.0% annual role demand",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
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                        "note": "Demand index 52/100",
                        "weight": "medium",
                        "direction": "steady"
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                    {
                        "name": "Automation exposure",
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                        "name": "Real wage growth",
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                    {
                        "name": "Inflation (CPI)",
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                        "weight": "high",
                        "direction": "steady"
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                    {
                        "name": "Wage growth",
                        "note": "2.8% nominal wage trend",
                        "weight": "high",
                        "direction": "up"
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                        "name": "Inflation (CPI)",
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                        "name": "Wage growth",
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                        "note": "20% exposure",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Real wage growth",
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                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
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                        "weight": "high",
                        "direction": "up"
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        ]
    },
    "skills": [],
    "sources": [
        {
            "name": "Belgium",
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            "type": "nearest_donor",
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        {
            "name": "Iceland",
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        {
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    "faqs": [
        {
            "question": "What is the average salary of a Machine Learning Engineer in Mauléon, France?",
            "answer": "SpotSalary models a median annual salary of €148.2K for a Machine Learning Engineer in Mauléon, France, or about €12,353 per month before tax. The middle 50% of the estimate ranges from €105.8K to €203.8K, with a full P10–P90 range of €88.6K to €256.2K. This is a modelled estimate, not a job offer."
        },
        {
            "question": "How much does an entry-level Machine Learning Engineer earn in Mauléon, France?",
            "answer": "The entry-level band for a Machine Learning Engineer in Mauléon, France centres on €97K per year (P25–P75: €81.4K–€108.5K). Entry-level pay typically covers the first 2 years of experience and depends on company size, skills and responsibilities."
        },
        {
            "question": "How much does a senior or executive Machine Learning Engineer earn in Mauléon, France?",
            "answer": "The executive band for a Machine Learning Engineer in Mauléon, France has a median of €368.3K per year and a P75 of €423.6K. Senior and executive packages often include a larger bonus and equity component; this benchmark shows the total-compensation split for each level."
        },
        {
            "question": "What is the salary outlook for a Machine Learning Engineer in Mauléon, France?",
            "answer": "The outlook is growing. In the base scenario, median pay reaches €276.8K by 2031, about 86.7% above today before inflation and 11.1% per year in real terms after 2.2% inflation. Scenario bands widen over time and are not guarantees."
        },
        {
            "question": "How does SpotSalary calculate these salary estimates?",
            "answer": "Estimates are anchored to external market signals — GDP per capita PPP, inflation, wage growth, cost of living, demand and automation exposure — and synthesised with AI. Deterministic validation rejects implausible outputs. This report carries 68% confidence and draws on 27 salary observations."
        }
    ],
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        ],
        "occupation_hub": "https://www.spotsalary.com/occupations/machine-learning-engineer",
        "location_hub": "https://www.spotsalary.com/locations/mauleon-fr-1250619307",
        "all_salaries": "https://www.spotsalary.com/salaries"
    },
    "citation": {
        "plain": "Machine Learning Engineer Salary in Mauléon, France. SpotSalary. https://www.spotsalary.com/salary/machine-learning-engineer/mauleon-fr-1250619307",
        "updated_at": "2026-10-30T22:57:15+00:00"
    }
}