{
    "url": "https://www.spotsalary.com/salary/machine-learning-engineer/cuba-cu",
    "canonical": "https://www.spotsalary.com/salary/machine-learning-engineer/cuba-cu",
    "headline": "Machine Learning Engineer Salary in Cuba",
    "description": "Median Machine Learning Engineer salary in Cuba is $129.5K 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": [
            "ML Engineer",
            "AI Engineer"
        ],
        "description": null
    },
    "location": {
        "name": "Cuba",
        "slug": "cuba-cu",
        "type": "country",
        "iso2": "CU",
        "currency": "USD"
    },
    "period": 2026,
    "confidence": 83,
    "status": "published",
    "method": "research",
    "updated_at": "2026-10-29T22:26:53+00:00",
    "salary_bands": [
        {
            "level": "entry",
            "years_experience": [
                0,
                2
            ],
            "p10": 53963.21,
            "p25": 65526.76,
            "p50": 77090.3,
            "p75": 88653.85,
            "p90": 104071.91,
            "base_share": 95,
            "bonus_share": 5,
            "equity_share": 0
        },
        {
            "level": "mid",
            "years_experience": [
                3,
                5
            ],
            "p10": 75603.88,
            "p25": 94547.81,
            "p50": 129500,
            "p75": 142814.3,
            "p90": 260784.93,
            "base_share": 88,
            "bonus_share": 8,
            "equity_share": 4
        },
        {
            "level": "senior",
            "years_experience": [
                6,
                9
            ],
            "p10": 136983.53,
            "p25": 166337.15,
            "p50": 195690.76,
            "p75": 225044.38,
            "p90": 264182.53,
            "base_share": 80,
            "bonus_share": 10,
            "equity_share": 10
        },
        {
            "level": "executive",
            "years_experience": [
                10,
                15
            ],
            "p10": 232456.91,
            "p25": 282269.1,
            "p50": 332081.3,
            "p75": 381893.49,
            "p90": 448309.75,
            "base_share": 65,
            "bonus_share": 15,
            "equity_share": 20
        }
    ],
    "take_home": {
        "currency": "USD",
        "tax_rate": null,
        "top_rate": 50,
        "method": "top_rate_only",
        "label": "top rate only",
        "standard_deduction": 0,
        "rebate": 0,
        "source": "Wikipedia — List of countries by tax rates",
        "source_url": "https://en.wikipedia.org/wiki/List_of_countries_by_tax_rates",
        "retrieved_at": "2026-10-23T00:00:00.000000Z",
        "verified": false,
        "notes": "Highest marginal individual rate (Wikipedia)",
        "bands": [
            {
                "level": "entry",
                "gross": 77090.3,
                "taxable": null,
                "tax": null,
                "effective_rate": null,
                "net_annual": null,
                "net_monthly": null,
                "method": "top_rate_only",
                "top_rate": 50,
                "standard_deduction": 0,
                "rebate": 0,
                "source": "Wikipedia — List of countries by tax rates",
                "source_url": "https://en.wikipedia.org/wiki/List_of_countries_by_tax_rates",
                "retrieved_at": "2026-10-23T00:00:00.000000Z",
                "verified": false,
                "notes": "Highest marginal individual rate (Wikipedia)"
            },
            {
                "level": "mid",
                "gross": 129500,
                "taxable": null,
                "tax": null,
                "effective_rate": null,
                "net_annual": null,
                "net_monthly": null,
                "method": "top_rate_only",
                "top_rate": 50,
                "standard_deduction": 0,
                "rebate": 0,
                "source": "Wikipedia — List of countries by tax rates",
                "source_url": "https://en.wikipedia.org/wiki/List_of_countries_by_tax_rates",
                "retrieved_at": "2026-10-23T00:00:00.000000Z",
                "verified": false,
                "notes": "Highest marginal individual rate (Wikipedia)"
            },
            {
                "level": "senior",
                "gross": 195690.76,
                "taxable": null,
                "tax": null,
                "effective_rate": null,
                "net_annual": null,
                "net_monthly": null,
                "method": "top_rate_only",
                "top_rate": 50,
                "standard_deduction": 0,
                "rebate": 0,
                "source": "Wikipedia — List of countries by tax rates",
                "source_url": "https://en.wikipedia.org/wiki/List_of_countries_by_tax_rates",
                "retrieved_at": "2026-10-23T00:00:00.000000Z",
                "verified": false,
                "notes": "Highest marginal individual rate (Wikipedia)"
            },
            {
                "level": "executive",
                "gross": 332081.3,
                "taxable": null,
                "tax": null,
                "effective_rate": null,
                "net_annual": null,
                "net_monthly": null,
                "method": "top_rate_only",
                "top_rate": 50,
                "standard_deduction": 0,
                "rebate": 0,
                "source": "Wikipedia — List of countries by tax rates",
                "source_url": "https://en.wikipedia.org/wiki/List_of_countries_by_tax_rates",
                "retrieved_at": "2026-10-23T00:00:00.000000Z",
                "verified": false,
                "notes": "Highest marginal individual rate (Wikipedia)"
            }
        ]
    },
    "outlook": {
        "direction": "growing",
        "inflation_pct": 3,
        "real_growth_pct": 6,
        "forecasts": [
            {
                "year": 2027,
                "scenario": "base",
                "p25": 126060.48,
                "p50": 134680,
                "p75": 143299.52,
                "confidence": 77,
                "drivers": [
                    {
                        "name": "Inflation (CPI)",
                        "note": "3.0% annual price growth",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Wage growth",
                        "note": "3.0% nominal wage trend",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Role demand trend",
                        "note": "6.0% annual role demand",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Hiring demand",
                        "note": "Demand index 50/100",
                        "weight": "medium",
                        "direction": "steady"
                    },
                    {
                        "name": "Automation exposure",
                        "note": "20% exposure",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Real wage growth",
                        "note": "1.0% after 3.0% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "4.0% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Researched salary growth",
                        "note": "4.0% expected annual salary growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2027,
                "scenario": "conservative",
                "p25": 124242.3,
                "p50": 132737.5,
                "p75": 141232.7,
                "confidence": 77,
                "drivers": [
                    {
                        "name": "Inflation (CPI)",
                        "note": "3.0% annual price growth",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Wage growth",
                        "note": "3.0% nominal wage trend",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Role demand trend",
                        "note": "6.0% annual role demand",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Hiring demand",
                        "note": "Demand index 50/100",
                        "weight": "medium",
                        "direction": "steady"
                    },
                    {
                        "name": "Automation exposure",
                        "note": "20% exposure",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Real wage growth",
                        "note": "1.0% after 3.0% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "4.0% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Researched salary growth",
                        "note": "4.0% expected annual salary growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2027,
                "scenario": "optimistic",
                "p25": 127878.66,
                "p50": 136622.5,
                "p75": 145366.34,
                "confidence": 77,
                "drivers": [
                    {
                        "name": "Inflation (CPI)",
                        "note": "3.0% annual price growth",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Wage growth",
                        "note": "3.0% nominal wage trend",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Role demand trend",
                        "note": "6.0% annual role demand",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Hiring demand",
                        "note": "Demand index 50/100",
                        "weight": "medium",
                        "direction": "steady"
                    },
                    {
                        "name": "Automation exposure",
                        "note": "20% exposure",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Real wage growth",
                        "note": "1.0% after 3.0% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "4.0% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Researched salary growth",
                        "note": "4.0% expected annual salary growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2029,
                "scenario": "base",
                "p25": 135181.66,
                "p50": 145669.89,
                "p75": 156158.12,
                "confidence": 65,
                "drivers": [
                    {
                        "name": "Inflation (CPI)",
                        "note": "3.0% annual price growth",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Wage growth",
                        "note": "3.0% nominal wage trend",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Role demand trend",
                        "note": "6.0% annual role demand",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Hiring demand",
                        "note": "Demand index 50/100",
                        "weight": "medium",
                        "direction": "steady"
                    },
                    {
                        "name": "Automation exposure",
                        "note": "20% exposure",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Real wage growth",
                        "note": "1.0% after 3.0% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "4.0% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Researched salary growth",
                        "note": "4.0% expected annual salary growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2029,
                "scenario": "conservative",
                "p25": 129416.41,
                "p50": 139457.34,
                "p75": 149498.26,
                "confidence": 65,
                "drivers": [
                    {
                        "name": "Inflation (CPI)",
                        "note": "3.0% annual price growth",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Wage growth",
                        "note": "3.0% nominal wage trend",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Role demand trend",
                        "note": "6.0% annual role demand",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Hiring demand",
                        "note": "Demand index 50/100",
                        "weight": "medium",
                        "direction": "steady"
                    },
                    {
                        "name": "Automation exposure",
                        "note": "20% exposure",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Real wage growth",
                        "note": "1.0% after 3.0% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "4.0% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Researched salary growth",
                        "note": "4.0% expected annual salary growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2029,
                "scenario": "optimistic",
                "p25": 141115.63,
                "p50": 152064.26,
                "p75": 163012.88,
                "confidence": 65,
                "drivers": [
                    {
                        "name": "Inflation (CPI)",
                        "note": "3.0% annual price growth",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Wage growth",
                        "note": "3.0% nominal wage trend",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Role demand trend",
                        "note": "6.0% annual role demand",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Hiring demand",
                        "note": "Demand index 50/100",
                        "weight": "medium",
                        "direction": "steady"
                    },
                    {
                        "name": "Automation exposure",
                        "note": "20% exposure",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Real wage growth",
                        "note": "1.0% after 3.0% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "4.0% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Researched salary growth",
                        "note": "4.0% expected annual salary growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2031,
                "scenario": "base",
                "p25": 144952.03,
                "p50": 157556.55,
                "p75": 170161.07,
                "confidence": 53,
                "drivers": [
                    {
                        "name": "Inflation (CPI)",
                        "note": "3.0% annual price growth",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Wage growth",
                        "note": "3.0% nominal wage trend",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Role demand trend",
                        "note": "6.0% annual role demand",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Hiring demand",
                        "note": "Demand index 50/100",
                        "weight": "medium",
                        "direction": "steady"
                    },
                    {
                        "name": "Automation exposure",
                        "note": "20% exposure",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Real wage growth",
                        "note": "1.0% after 3.0% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "4.0% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Researched salary growth",
                        "note": "4.0% expected annual salary growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2031,
                "scenario": "conservative",
                "p25": 134795.97,
                "p50": 146517.36,
                "p75": 158238.75,
                "confidence": 53,
                "drivers": [
                    {
                        "name": "Inflation (CPI)",
                        "note": "3.0% annual price growth",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Wage growth",
                        "note": "3.0% nominal wage trend",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Role demand trend",
                        "note": "6.0% annual role demand",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Hiring demand",
                        "note": "Demand index 50/100",
                        "weight": "medium",
                        "direction": "steady"
                    },
                    {
                        "name": "Automation exposure",
                        "note": "20% exposure",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Real wage growth",
                        "note": "1.0% after 3.0% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "4.0% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Researched salary growth",
                        "note": "4.0% expected annual salary growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2031,
                "scenario": "optimistic",
                "p25": 155711.22,
                "p50": 169251.32,
                "p75": 182791.43,
                "confidence": 53,
                "drivers": [
                    {
                        "name": "Inflation (CPI)",
                        "note": "3.0% annual price growth",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Wage growth",
                        "note": "3.0% nominal wage trend",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Role demand trend",
                        "note": "6.0% annual role demand",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Hiring demand",
                        "note": "Demand index 50/100",
                        "weight": "medium",
                        "direction": "steady"
                    },
                    {
                        "name": "Automation exposure",
                        "note": "20% exposure",
                        "weight": "high",
                        "direction": "steady"
                    },
                    {
                        "name": "Real wage growth",
                        "note": "1.0% after 3.0% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "4.0% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Researched salary growth",
                        "note": "4.0% expected annual salary growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            }
        ]
    },
    "skills": [],
    "sources": [
        {
            "name": "sg.indeed.com",
            "url": "https://sg.indeed.com/career-advice/finding-a-job/what-does-machine-learning-engineer-do?from=viewjob",
            "type": "salary_observation",
            "tier": "reported"
        },
        {
            "name": "www.glassdoor.com",
            "url": "https://www.glassdoor.com/Salaries/remote-ai-ml-engineer-salary-SRCH_IL.0,6_IS12617_KO7,21.htm#1",
            "type": "salary_observation",
            "tier": "reported"
        },
        {
            "name": "www.indeed.com",
            "url": "https://www.indeed.com/q-machine-learning-engineer-average-salary-jobs.html?vjk=3cd534d96d31707d#1",
            "type": "salary_observation",
            "tier": "reported"
        },
        {
            "name": "www.payscale.com",
            "url": "https://www.payscale.com/research/BE/Skill=Artificial_Intelligence_(AI)/Salary",
            "type": "salary_observation",
            "tier": "reported"
        }
    ],
    "faqs": [
        {
            "question": "What is the average salary of a Machine Learning Engineer in Cuba?",
            "answer": "SpotSalary models a median annual salary of $129.5K for a Machine Learning Engineer in Cuba, or about $10,792 per month before tax. The middle 50% of the estimate ranges from $94.5K to $142.8K, with a full P10–P90 range of $75.6K to $260.8K. This is a modelled estimate, not a job offer."
        },
        {
            "question": "How much does an entry-level Machine Learning Engineer earn in Cuba?",
            "answer": "The entry-level band for a Machine Learning Engineer in Cuba centres on $77.1K per year (P25–P75: $65.5K–$88.7K). 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 Cuba?",
            "answer": "The executive band for a Machine Learning Engineer in Cuba has a median of $332.1K per year and a P75 of $381.9K. 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 Cuba?",
            "answer": "The outlook is growing. In the base scenario, median pay reaches $157.6K by 2031, about 21.7% above today before inflation and 6.0% per year in real terms after 3.0% 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 83% confidence and draws on 6 salary observations."
        }
    ],
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            {
                "headline": "Machine Learning Engineer Salary in Madagascar",
                "url": "https://www.spotsalary.com/salary/machine-learning-engineer/madagascar-mg"
            }
        ],
        "occupation_hub": "https://www.spotsalary.com/occupations/machine-learning-engineer",
        "location_hub": "https://www.spotsalary.com/locations/cuba-cu",
        "all_salaries": "https://www.spotsalary.com/salaries"
    },
    "citation": {
        "plain": "Machine Learning Engineer Salary in Cuba. SpotSalary. https://www.spotsalary.com/salary/machine-learning-engineer/cuba-cu",
        "updated_at": "2026-10-29T22:26:53+00:00"
    }
}