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Data Analyst, ML & Experimentation (m/w/x)
Analyzing ML model performance and user behavior for mobile app growth technologies. 5+ years relevant experience required. Hybrid work, 3 weeks remote per year.
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Anforderungen
- Degree in quantitative field
- 5+ years relevant experience
- Experience in AdTech, mobile apps or ML-driven products (plus)
- Strong analytical mindset and data digging skills
- Proficiency in SQL
- Comfortable working with large datasets
- Strong Python or R skills
- Comfortable using Python/R for data analysis
- Solid understanding of statistics and experimentation
- Understanding of machine learning concepts
- Comfortable working with Data Scientists
- Experience with model and business metrics
- Connect technical performance to business outcomes
- Excellent data visualization skills
- Experience building dashboards
- Comfortable communicating complex findings
Aufgaben
- Analyze and evaluate machine learning model performance
- Identify model inefficiencies and failure patterns
- Turn findings into actionable recommendations
- Investigate real-world ML model performance
- Compare model assumptions with actual user behavior
- Identify gaps between offline and online model outcomes
- Define and improve ML model performance metrics
- Define and improve business impact metrics
- Design and analyze A/B tests and experiments
- Assess statistical significance of experiments
- Assess experiment quality and business impact
- Build dashboards for ML model performance
- Build automated reports for ML model performance
- Build dashboards for experiments
- Build automated reports for experiments
- Build dashboards for key business metrics
- Build automated reports for key business metrics
- Translate business questions into analytical problems
- Turn complex ML insights into clear recommendations
- Challenge product and technical decisions with data
- Bring an independent analytical perspective to model development
- Bring an independent analytical perspective to experimentation
- Bring an independent analytical perspective to product strategy
- Document analyses, methodologies, and findings
- Build reusable analytical approaches
Berufserfahrung
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Sprachen
Tools & Technologien
Benefits
- Hybrid work model
- 3 weeks remote work per year
- Regular feedback
- Development program
- Continuous development investment
- Visa support
- German language support
- Extensive visa & relocation support
- Relocation bonus
- 30 vacation days
- Generous vacation days
- In-house gym
- Fitness classes
- Wellness benefits
- Employee Assistance Program (EAP)
- Mental health benefits
- Alster lake view office
- Fun open spaces
- Top-notch equipment
- Snacks and drinks
- Team events
- Company events
- Hackathons
- Social gatherings
- Quarterly team adventures
- Monthly feasts
- Referral bonus
- Discounted city commute
Von Nejo automatisch aufbereitet
Nejo hat diesen Job automatisch von der Website des Unternehmens adjoe GmbH erfasst und die Informationen auf Nejo mit Hilfe von KI für dich aufbereitet. Trotz sorgfältiger Analyse können einzelne Informationen unvollständig oder ungenau sein. Bitte prüfe immer alle Angaben in der Originalanzeige! Inhalte und Urheberrechte der Originalanzeige liegen beim ausschreibenden Unternehmen.
Zur Originalanzeige bei adjoe GmbHÜber das Unternehmen
adjoe builds technologies for mobile app growth and monetization, leading in rewarded advertising with Playtime Arcade, connecting advertisers and publishers with over 770 million users.
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