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164 Adobe Jobs

Machine Learning Engineer 4

5-7 years

Bangalore / Bengaluru

1 vacancy

Machine Learning Engineer 4

Adobe

posted 12d ago

Job Role Insights

Flexible timing

Job Description

Collaborate Across Teams: Work closely with researchers, software engineers, UI designers, product managers, and quality engineers to integrate advanced imaging and AI/ML features into the product
Model Conversion: Convert models from frameworks like PyTorch to formats such as LiteRT (TensorFlow Lite) or ONNX for optimal performance on Android platform.
Model Optimization: Use state-of-the-art techniques (quantization, palettization, sparsity induction, pruning, etc.) to compress and accelerate large models, ensuring efficiency on resource-limited Android devices.
Performance Analysis Optimization: Analyze models for efficient execution on Android GPU/NPU, diagnose performance bottlenecks, and collaborate with hardware teams and vendors like Google to improve latency, power usage, and memory footprint.
Model Deployment: Partner with application developers to integrate optimized models into applications, maintaining a seamless user experience.
Quality Customer Advocacy: Act as a champion for product quality and a customer advocate, ensuring that all solutions meet Adobe s high standards for excellence.
Continuous Improvement: Bring energy, flexibility, focus, and dedication to every project. Embrace new challenges and proactively acquire knowledge and skills to deliver impactful results.
What were looking for:
B.Tech / M.Tech degree in Computer Science AI/ML or related fields
Should have 5+ years of experience in ML engineering, with a proven record of designing, implementing, and delivering high-quality AI software solutions.
Strong experience with the Android platform, covering both application development and ML engineering
Proficiency in modern C/C++ and JavaScript, with extensive experience in large-scale application development
Has good/practical understanding of architectural patterns
Excellent communication skills, ability to collaborate across teams and build consensus
Practice with product development and release methodologies such as Agile, Lean, Scrum

Employment Type: Full Time, Permanent

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What people at Adobe are saying

5.0
 Rating based on 1 Machine Learning Engineer review

Likes

Job Security, RSU, Work-Life Balance

  • Salary - Good
    +6 more
Dislikes

Appraisal, Skill Development, Learning, Work Satisfaction

    Read 1 Machine Learning Engineer review

    Machine Learning Engineer salary at Adobe

    reported by 3 employees with 3-8 years exp.
    ₹28 L/yr - ₹55 L/yr
    311% more than the average Machine Learning Engineer Salary in India
    View more details

    What Adobe employees are saying about work life

    based on 1k employees
    81%
    91%
    71%
    55%
    Flexible timing
    Monday to Friday
    No travel
    Day Shift
    View more insights

    Adobe Benefits

    Submitted by Company
    Physical wellbeing
    Wellbeing reimbursement program
    Support in times of need
    Financial wellbeing
    Mental health care
    Emotional wellbeing
    Submitted by Employees
    Cafeteria
    Free Food
    Gymnasium
    Health Insurance
    Team Outings
    Education Assistance +6 more
    View more benefits

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    Adobe Bangalore / Bengaluru Office Location

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