{
    "url": "https://www.spotsalary.com/salary/machine-learning-engineer/pristina-xk-1901760068",
    "canonical": "https://www.spotsalary.com/salary/machine-learning-engineer/pristina-xk-1901760068",
    "headline": "Machine Learning Engineer Salary in Pristina, Kosovo",
    "description": "Median Machine Learning Engineer salary in Pristina, Kosovo is $145K 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
    },
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        "name": "Pristina, Kosovo",
        "slug": "pristina-xk-1901760068",
        "type": "city",
        "iso2": "XK",
        "currency": "USD"
    },
    "period": 2026,
    "confidence": 85,
    "status": "published",
    "method": "research",
    "updated_at": "2026-10-29T22:17:37+00:00",
    "salary_bands": [
        {
            "level": "entry",
            "years_experience": [
                0,
                2
            ],
            "p10": 57719.8,
            "p25": 70088.33,
            "p50": 82456.86,
            "p75": 94825.39,
            "p90": 111316.76,
            "base_share": 95,
            "bonus_share": 5,
            "equity_share": 0
        },
        {
            "level": "mid",
            "years_experience": [
                3,
                5
            ],
            "p10": 55923.08,
            "p25": 75444.37,
            "p50": 145000,
            "p75": 179265.99,
            "p90": 245611.69,
            "base_share": 88,
            "bonus_share": 8,
            "equity_share": 4
        },
        {
            "level": "senior",
            "years_experience": [
                6,
                9
            ],
            "p10": 146519.5,
            "p25": 177916.53,
            "p50": 209313.57,
            "p75": 240710.6,
            "p90": 282573.32,
            "base_share": 80,
            "bonus_share": 10,
            "equity_share": 10
        },
        {
            "level": "executive",
            "years_experience": [
                10,
                15
            ],
            "p10": 248639.15,
            "p25": 301918.96,
            "p50": 355198.78,
            "p75": 408478.6,
            "p90": 479518.35,
            "base_share": 65,
            "bonus_share": 15,
            "equity_share": 20
        }
    ],
    "take_home": {
        "currency": "USD",
        "tax_rate": null,
        "top_rate": 10,
        "method": "top_rate_only",
        "label": "top rate only",
        "standard_deduction": 0,
        "rebate": 0,
        "source": "PwC Worldwide Tax Summaries",
        "source_url": "https://taxsummaries.pwc.com/kosovo?topicTypeId=35fd5f5e-24ba-48d0-a39a-b76315a497dc",
        "retrieved_at": "2026-10-22T00:00:00.000000Z",
        "verified": true,
        "notes": "10",
        "bands": [
            {
                "level": "entry",
                "gross": 82456.86,
                "taxable": null,
                "tax": null,
                "effective_rate": null,
                "net_annual": null,
                "net_monthly": null,
                "method": "top_rate_only",
                "top_rate": 10,
                "standard_deduction": 0,
                "rebate": 0,
                "source": "PwC Worldwide Tax Summaries",
                "source_url": "https://taxsummaries.pwc.com/kosovo?topicTypeId=35fd5f5e-24ba-48d0-a39a-b76315a497dc",
                "retrieved_at": "2026-10-22T00:00:00.000000Z",
                "verified": true,
                "notes": "10"
            },
            {
                "level": "mid",
                "gross": 145000,
                "taxable": null,
                "tax": null,
                "effective_rate": null,
                "net_annual": null,
                "net_monthly": null,
                "method": "top_rate_only",
                "top_rate": 10,
                "standard_deduction": 0,
                "rebate": 0,
                "source": "PwC Worldwide Tax Summaries",
                "source_url": "https://taxsummaries.pwc.com/kosovo?topicTypeId=35fd5f5e-24ba-48d0-a39a-b76315a497dc",
                "retrieved_at": "2026-10-22T00:00:00.000000Z",
                "verified": true,
                "notes": "10"
            },
            {
                "level": "senior",
                "gross": 209313.57,
                "taxable": null,
                "tax": null,
                "effective_rate": null,
                "net_annual": null,
                "net_monthly": null,
                "method": "top_rate_only",
                "top_rate": 10,
                "standard_deduction": 0,
                "rebate": 0,
                "source": "PwC Worldwide Tax Summaries",
                "source_url": "https://taxsummaries.pwc.com/kosovo?topicTypeId=35fd5f5e-24ba-48d0-a39a-b76315a497dc",
                "retrieved_at": "2026-10-22T00:00:00.000000Z",
                "verified": true,
                "notes": "10"
            },
            {
                "level": "executive",
                "gross": 355198.78,
                "taxable": null,
                "tax": null,
                "effective_rate": null,
                "net_annual": null,
                "net_monthly": null,
                "method": "top_rate_only",
                "top_rate": 10,
                "standard_deduction": 0,
                "rebate": 0,
                "source": "PwC Worldwide Tax Summaries",
                "source_url": "https://taxsummaries.pwc.com/kosovo?topicTypeId=35fd5f5e-24ba-48d0-a39a-b76315a497dc",
                "retrieved_at": "2026-10-22T00:00:00.000000Z",
                "verified": true,
                "notes": "10"
            }
        ]
    },
    "outlook": {
        "direction": "growing",
        "inflation_pct": 3,
        "real_growth_pct": 10,
        "forecasts": [
            {
                "year": 2027,
                "scenario": "base",
                "p25": 139791.6,
                "p50": 149350,
                "p75": 158908.4,
                "confidence": 79,
                "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": "10.0% 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": "0.0% after 3.0% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "3.0% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Researched salary growth",
                        "note": "3.0% expected annual salary growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2027,
                "scenario": "conservative",
                "p25": 137755.8,
                "p50": 147175,
                "p75": 156594.2,
                "confidence": 79,
                "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": "10.0% 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": "0.0% after 3.0% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "3.0% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Researched salary growth",
                        "note": "3.0% expected annual salary growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2027,
                "scenario": "optimistic",
                "p25": 141827.4,
                "p50": 151525,
                "p75": 161222.6,
                "confidence": 79,
                "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": "10.0% 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": "0.0% after 3.0% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "3.0% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Researched salary growth",
                        "note": "3.0% expected annual salary growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2029,
                "scenario": "base",
                "p25": 147037.35,
                "p50": 158445.42,
                "p75": 169853.48,
                "confidence": 67,
                "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": "10.0% 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": "0.0% after 3.0% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "3.0% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Researched salary growth",
                        "note": "3.0% expected annual salary growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2029,
                "scenario": "conservative",
                "p25": 140706.48,
                "p50": 151623.36,
                "p75": 162540.25,
                "confidence": 67,
                "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": "10.0% 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": "0.0% after 3.0% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "3.0% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Researched salary growth",
                        "note": "3.0% expected annual salary growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2029,
                "scenario": "optimistic",
                "p25": 153555.31,
                "p50": 165469.09,
                "p75": 177382.86,
                "confidence": 67,
                "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": "10.0% 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": "0.0% after 3.0% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "3.0% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Researched salary growth",
                        "note": "3.0% expected annual salary growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2031,
                "scenario": "base",
                "p25": 154647.16,
                "p50": 168094.74,
                "p75": 181542.32,
                "confidence": 55,
                "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": "10.0% 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": "0.0% after 3.0% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "3.0% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Researched salary growth",
                        "note": "3.0% expected annual salary growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2031,
                "scenario": "conservative",
                "p25": 143709.69,
                "p50": 156206.18,
                "p75": 168702.68,
                "confidence": 55,
                "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": "10.0% 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": "0.0% after 3.0% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "3.0% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Researched salary growth",
                        "note": "3.0% expected annual salary growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            },
            {
                "year": 2031,
                "scenario": "optimistic",
                "p25": 166240.67,
                "p50": 180696.38,
                "p75": 195152.09,
                "confidence": 55,
                "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": "10.0% 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": "0.0% after 3.0% inflation",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Scenario growth",
                        "note": "3.0% modelled nominal growth",
                        "weight": "high",
                        "direction": "up"
                    },
                    {
                        "name": "Researched salary growth",
                        "note": "3.0% expected annual salary growth",
                        "weight": "high",
                        "direction": "up"
                    }
                ]
            }
        ]
    },
    "skills": [],
    "sources": [
        {
            "name": "globalcostdata.com",
            "url": "https://globalcostdata.com/fr/salary/kosovo/machine-learning-engineer/",
            "type": "salary_observation",
            "tier": "reported"
        },
        {
            "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/heimarbeit-machine-learning-engineer-salary-SRCH_IL.0,10_IS12644_KO11,36.htm#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 Pristina, Kosovo?",
            "answer": "SpotSalary models a median annual salary of $145K for a Machine Learning Engineer in Pristina, Kosovo, or about $12,083 per month before tax. The middle 50% of the estimate ranges from $75.4K to $179.3K, with a full P10–P90 range of $55.9K to $245.6K. This is a modelled estimate, not a job offer."
        },
        {
            "question": "How much does an entry-level Machine Learning Engineer earn in Pristina, Kosovo?",
            "answer": "The entry-level band for a Machine Learning Engineer in Pristina, Kosovo centres on $82.5K per year (P25–P75: $70.1K–$94.8K). 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 Pristina, Kosovo?",
            "answer": "The executive band for a Machine Learning Engineer in Pristina, Kosovo has a median of $355.2K per year and a P75 of $408.5K. 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 Pristina, Kosovo?",
            "answer": "The outlook is growing. In the base scenario, median pay reaches $168.1K by 2031, about 15.9% above today before inflation and 10.0% 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 85% confidence and draws on 7 salary observations."
        }
    ],
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                "url": "https://www.spotsalary.com/salary/machine-learning-engineer/comoros-km"
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            {
                "headline": "Machine Learning Engineer Salary in Anguilla",
                "url": "https://www.spotsalary.com/salary/machine-learning-engineer/anguilla-ai"
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            {
                "headline": "Machine Learning Engineer Salary in Madagascar",
                "url": "https://www.spotsalary.com/salary/machine-learning-engineer/madagascar-mg"
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    "citation": {
        "plain": "Machine Learning Engineer Salary in Pristina, Kosovo. SpotSalary. https://www.spotsalary.com/salary/machine-learning-engineer/pristina-xk-1901760068",
        "updated_at": "2026-10-29T22:17:37+00:00"
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