Senior AI/ML Engineer

MSBC is looking for a
Senior AI Engineer
who can design, build, and ship production AI systems across multiple subfields, not just Generative AI. You'll lead end-to-end solutions spanning Computer Vision, classical ML, unsupervised/self-supervised learning, time-series/forecasting, and NLP/GenAI included, integrating them into robust, scalable applications.

You'll own architecture and delivery, mentor engineers, and choose the
right
technique for the problem, whether that's contrastive learning over images, anomaly detection on streams, gradient-boosted models for tabular data, or a transformer for sequence modelling.

You'll join a collaborative team that values clear thinking, craftsmanship, and kind candor. We move iteratively, celebrate learnings, and balance ambition with pragmatism.

Key Responsibilities:

Full-Stack Development:

• Develop and maintain both the
  front-end
  and
  back-end
  of web applications using frameworks such as
  React, FastAPI, Flask, and NodeJS
  .
• Design and implement responsive, user-friendly interfaces for AI-driven solutions.
• Build and manage APIs, databases, and server-side logic to support AI models and applications.

AI Integration:

• Collaborate with data scientists to integrate
  machine learning models
  into full-stack applications.
• Develop efficient and well-documented
  Python
  code for AI model implementation.
• Use libraries such as
  TensorFlow, PyTorch,
  and
  scikit-learn
  for data processing and model development.

Cloud & DevOps:

• Deploy and manage applications on
  cloud platforms
  like AWS, Azure, and Google Cloud.

Collaboration & Agile Development:

• Work closely with cross-functional teams in an
  Agile
  environment, participating in sprints and delivering incremental improvements.
• Ensure high-quality software development with a focus on clean code, documentation, and best practices.

Key Skills & Competencies:

Educational Requirements:

• Bachelor's, Master's, or PhD in Computer Science, AI, Software Engineering, or a related field.

AI Engineering & Integration:

• Design, implement, and ship machine learning systems to production across AI use cases (e.g., Computer Vision, Un/Self-Supervised, Time-Series/Forecasting, GenAI).
• Translate problem statements into baselines, experiments, and metrics; select appropriate, conventional techniques (not hype-driven) that meet KPIs.
• Develop well-structured Python code for data processing, training, evaluation, packaging, and serving (batch or real-time).
• Own model optimization for latency, throughput, and cost (profiling, quantization/distillation where relevant).

MLOps & Production Skills:

• Hands-on with Docker and CI/CD; experience deploying ML to
  AWS/Azure/GCP
  .
• Experience with experiment tracking and model registries; monitoring for drift/performance and online/offline evals.
• Good software engineering hygiene: testing where it matters, type hints where useful, and maintainable code structure.
• Kubernetes, streaming (Kafka/Kinesis), or feature stores are
  nice to have
  , not mandatory.

Data & Systems Awareness:

• Comfort working with SQL and data processing frameworks; ability to design reliable data pipelines feeding models.
• Understanding of performance/cost trade-offs; ability to optimize inference and storage footprints.

Project Experience:

• Demonstrable track record of multiple challenging, production AI projects using standard, appropriate techniques (across multiple realms of AI) with clear KPIs/impact.
• Ready to discuss problem framing, model/feature choices, evaluation design, deployment approach, and post-launch results.

Project Experience:

• Candidates should have worked on
  at least 5 production-grade AI/ML projects
  and be ready to discuss these projects during the interview process.

Why MSBC Group?

• Innovative Work Environment:
  Work in a state-of-the-art office in Ahmedabad, fostering creativity and productivity.
• Comprehensive Learning:
  Gain hands-on experience in both
  AI development
  and
  full-stack software engineering
  .

About MSBC Group:

For over 20 years, MSBC Group has been a leader in delivering tailored software solutions and outsourcing services to clients across various industries. From FinTech to logistics and manufacturing, we pride ourselves on developing bespoke, cutting-edge applications that drive business growth and efficiency.

Our modern 20,000 sq. ft. business center in Ahmedabad is equipped with the latest infrastructure, data centers, and collaborative workspaces designed to promote innovation and excellence. We are committed to advancing technology through people, processes, and AI-driven solutions.