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Software Development Engineer

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Adobe

15d ago

  • Job
    Full-time
    Mid & Senior Level

AI generated summary

  • You need a degree in CS or related field, 4-8 years in ML, NLP, or recommendation systems, strong Python skills, experience in SaaS, backend tech, data pipelines, and effective communication.
  • You will develop end-to-end product solutions, engage with teams for innovative designs, analyze features, craft use cases, address non-functional requirements, mentor junior developers, and share insights.

Requirements

  • Bachelor’s or Master’s degree in Computer Science, Data Science, or a related field.
  • 4-8 years of hands-on experience with Recommendation Systems, Natural Language Processing, Information Retrieval, and Deep Learning.
  • Proven experience in developing ML models and integrating them into medium to large-scale, customer-focused SaaS platforms.
  • Strong proficiency in Python and ML libraries (e.g., TensorFlow, PyTorch, scikit-learn).
  • Experience with backend technologies (e.g., Java, Spring, RESTful APIs) and database systems (e.g., MySQL, PostgreSQL).
  • Familiarity with distributed computational frameworks (e.g., YARN, Spark, Hadoop) and the ability to design and implement scalable data pipelines and ML workflows.
  • Excellent problem-solving skills and the ability to translate complex technical concepts into actionable solutions.
  • Strong Communication Skills And Experience Collaborating With Cross-functional Teams.
  • Passionate about solving interesting problems for customers – ready to explore new grounds in technology and user experience.
  • Comfort with ambiguity, adaptability to evolving priorities, and the ability to lead a team while working autonomously. Demonstrated ability to influence technical and non-technical stakeholders.

Responsibilities

  • Own product solutions through their end to end development lifecycle ensuring high quality.
  • Engage with customers and product management teams (co-located in Bangalore) to understand the need and design an innovative solution.
  • Elaborating the feature scope through competition analysis, research on recent technologies and trends to deliver the best-in-class and often next-in-class solutions and iteratively work with customers to finesse the solution.
  • Craft detailed use cases, design, build, test, and deploy stable, scalable, cost-effective, and simple solutions.
  • Handle non-functional requirements like performance, memory leaks, memory errors, not just at the feature level but, analyses its impact at the solution level as well.
  • Keep abreast of industry trends and promote best practices evolution.
  • Mentor junior developers to maximize team potential.
  • Show thought leadership through domain and technology presentations.

FAQs

What is the primary focus of the Software Development Engineer role at Adobe?

The primary focus is to design and implement scalable machine learning solutions and integrate them into robust backend systems within the Adobe Learning Manager eLearning platform.

What qualifications are required to apply for this position?

A Bachelor’s or Master’s degree in Computer Science, Data Science, or a related field is required, along with 4-8 years of hands-on experience in relevant areas like Recommendation Systems and Natural Language Processing.

What programming languages and technologies should candidates be proficient in?

Candidates should have strong proficiency in Python and ML libraries such as TensorFlow, PyTorch, and scikit-learn, as well as experience with backend technologies including Java, Spring, and RESTful APIs.

What are some of the responsibilities associated with this role?

Responsibilities include owning product solutions through their end-to-end development lifecycle, engaging with customers to understand needs, crafting use cases, and mentoring junior developers.

Is experience with cloud platforms a necessity for this role?

While it is not a strict requirement, experience with cloud platforms like AWS or Azure and their ML services is considered a "good to have" skill.

Will the Software Development Engineer be involved in mentoring other developers?

Yes, the role includes mentoring junior developers to maximize team potential.

What soft skills are important for this position?

Strong communication skills, excellent problem-solving abilities, and the capacity to influence both technical and non-technical stakeholders are crucial for this role.

What is the company's stance on diversity and inclusion?

Adobe is committed to being an Equal Employment Opportunity and affirmative action employer, promoting diversity and inclusion throughout the organization.

How does this role contribute to customer experience?

The Software Development Engineer will lead the creation of advanced SaaS applications that leverage machine learning to enhance user experiences and improve operational efficiency.

Are there any specific methodologies that the candidate should be familiar with?

Familiarity with MLOps practices and tools for model deployment and monitoring is favorable, as well as knowledge of containerization and orchestration technologies.

Adobe

Technology
Industry
10,001+
Employees
1982
Founded Year

Mission & Purpose

Adobe is the global leader in digital media and digital marketing solutions. Our creative, marketing and document solutions empower everyone – from emerging artists to global brands – to bring digital creations to life and deliver immersive, compelling experiences to the right person at the right moment for the best results. In short, Adobe is everywhere, and we’re changing the world through digital experiences.