IN_Senior Associate_AI/ML Developer_Application Technology_Advisory_Kolkata

AI in this role

PwC is seeking a Senior Associate AI/ML Developer to design, develop, and deploy advanced artificial intelligence and machine learning solutions.

pytorchtensorflowscikit-learnmlflowpython

ml-opscomputer-visionnlpai-safetymachine-learningartificial-intelligencedata-sciencemodel-deploymentscalability

Line of Service

Advisory

Industry/Sector

Not Applicable

Specialism

Operations

Management Level

Senior Associate

Job Description & Summary

At PwC, our people in business application consulting specialise in consulting services for a variety of business applications, helping clients optimise operational efficiency. These individuals analyse client needs, implement software solutions, and provide training and support for seamless integration and utilisation of business applications, enabling clients to achieve their strategic objectives.

As a business application consulting generalist at PwC, you will provide consulting services for a wide range of business applications. You will leverage a broad understanding of various software solutions to assist clients in optimising operational efficiency through analysis, implementation, training, and support.

*Why PWCAt PwC, you will be part of a vibrant community of solvers that leads with trust and creates distinctive outcomes for our clients and communities. This purpose-led and values-driven work, powered by technology in an environment that drives innovation, will enable you to make a tangible impact in the real world. We reward your contributions, support your wellbeing, and offer inclusive benefits, flexibility programmes and mentorship that will help you thrive in work and life. Together, we grow, learn, care, collaborate, and create a future of infinite experiences for each other. Learn more about us.At PwC, we believe in providing equal employment opportunities, without any discrimination on the grounds of gender, ethnic background, age, disability, marital status, sexual orientation, pregnancy, gender identity or expression, religion or other beliefs, perceived differences and status protected by law. We strive to create an environment where each one of our people can bring their true selves and contribute to their personal growth and the firm’s growth. To enable this, we have zero tolerance for any discrimination and harassment based on the above considerations. "

Job Description & Summary: We are seeking a highly skilled AI Specialist with 7–10 years of experience to design, develop, and deploy advanced artificial intelligence and machine learning solutions. The ideal candidate will have strong expertise in building scalable AI models, working with large datasets, and translating business problems into data-driven solutions. This role involves close collaboration with cross-functional teams to drive innovation and implement AI strategies that deliver measurable impact.

Responsibilities:

Design, develop, and optimize machine learning and deep learning models for real-world applications

Lead end-to-end AI solution development, from data preprocessing to model deployment and monitoring

Collaborate with data engineers, product teams, and stakeholders to define AI-driven solutions

Evaluate and implement state-of-the-art algorithms in areas such as NLP, computer vision, and predictive analytics

Build scalable data pipelines and ensure model performance, reliability, and efficiency

Conduct model validation, testing, and performance tuning

Mentor junior team members and provide technical leadership

Stay updated with the latest advancements in AI and recommend adoption where relevant

Ensure ethical AI practices, data privacy, and compliance standards are followed

Mandatory skill sets:

Strong proficiency in Python and AI/ML frameworks (e.g., TensorFlow, PyTorch, Scikit-learn)

Deep understanding of machine learning, deep learning, and statistical modeling techniques

Hands-on experience with NLP, computer vision, or recommendation systems

Experience with cloud platforms (AWS, Azure, or GCP) and AI services

Expertise in data structures, algorithms, and software engineering best practices

Experience in deploying models using APIs, microservices, or MLOps frameworks

Strong knowledge of SQL and working with large-scale datasets

Version control systems (Git) and CI/CD pipelines

Excellent problem-solving and analytical skills

Preferred skill sets:

Experience with generative AI, large language models (LLMs), and transformer architectures

Familiarity with MLOps tools (MLflow, Kubeflow, Airflow, etc.)

Knowledge of big data technologies (Spark, Hadoop)

Experience in real-time AI applications and edge AI

Exposure to domain-specific applications (finance, healthcare, retail, etc.)

Understanding of responsible AI, explainability, and bias mitigation

Experience leading AI projects or teams

Strong communication and stakeholder management skills

Years of experience required:

3yrs-5yrs

Education qualification:

BE/ B.Tech/ M.Tech

Education (if blank, degree and/or field of study not specified)

Degrees/Field of Study required: Bachelor of Engineering

Degrees/Field of Study preferred:

Certifications (if blank, certifications not specified)

Required Skills

Machine Learning (ML)

Optional Skills

Accepting Feedback, Accepting Feedback, Active Listening, AI Fluency, AI-Human Collaboration, Analytical Reasoning, Analytical Thinking, Application Software, Business Data Analytics, Business Management, Business Technology, Business Transformation, Communication, Creativity, Digital Tooling, Documentation Development, Embracing Change, Emotional Regulation, Empathy, Implementation Research, Implementation Support, Implementing Technology, Inclusion, Intellectual Curiosity, Learning Agility {+ 19 more}

Desired Languages (If blank, desired languages not specified)

Travel Requirements

Available for Work Visa Sponsorship?

Government Clearance Required?

Job Posting End Date

October 20, 2026

How we rate this

IN_Senior Associate_AI/ML Developer_Application Technology_Advisory_Kolkata at PwC rates 90 out of 100 for how much of the daily work is AI. That makes it Builds AI (AI Level 4 of 4). The level is about AI in the job, not seniority.

Classification

Builds AI. The job is building AI systems.

●●●● Builds AI80 to 100
●●●○ Works on AI60 to 79
●●○○ Uses AI40 to 59
●○○○ Little AI0 to 39

Levels come from how often the tools, models and workflows of the role are named in the posting itself. Open the description and count.

Key facts

IN_Senior Associate_AI/ML Developer_Application Technology_Advisory_Kolkata is an open job at PwC.
Level rates this role AI Level 4 of 4: Builds AI.
The role is based in Kolkata DN 57.
The job was posted on October 5, 2026.
Seniority: senior.
Applications are handled by PwC. Apply on PwC

Prepare for this job

A free preview built only from this posting: what it asks for, what you could be asked in an interview, and how to adjust your resume.

Skills and AI tools this role asks for

ML OpsComputer VisionNLPAI SafetyMachine LearningArtificial IntelligenceData ScienceModel Deployment

Questions you could be asked

How do you monitor a model once it's live, and how do you know it needs retraining?
Walk me through a computer vision problem you solved, from raw data to a deployed model.
What NLP problem have you worked on, and how did you measure whether it actually worked?
How do you think about the risk of an AI system in this kind of role failing silently?
Tell me about a project where machine learning was part of your work. What did you do?

Adapt your resume

List these exact terms on your resume: ML Ops, Computer Vision, NLP, AI Safety, and Machine Learning. An applicant tracking system matches the wording, not the idea.
Attach one line of real, concrete experience to at least one of them — a tool named with nothing behind it rarely survives a human read.
Lead with what you built, trained or shipped — this role is judged on the AI system itself, not the tools around it.

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