Sia Partners Logo

Sia Partners

ML-Ops

Posted 22 Days Ago
Be an Early Applicant
Hybrid
Mumbai, Maharashtra, IND
Senior level
Hybrid
Mumbai, Maharashtra, IND
Senior level
Maintain and optimize production ML algorithms and services: triage/fix bugs, profile and improve performance, implement parallelism, build and maintain REST APIs (Django/DRF or FastAPI), test/benchmark scalability and efficiency, ensure code quality (tests, type hints, CI/CD), and collaborate with product/data/QA to meet SLAs.
The summary above was generated by AI
Company Description

Sia Partners is a next-generation global management consulting firm, founded in 1999 and headquartered in Paris, France. The firm is recognised for its innovative approach, combining strategy and management consulting with data science and creativity. Sia Partners serves a diverse range of sectors, including energy, banking, healthcare, and technology, providing services to over 1,000 clients worldwide, including many Fortune 500 companies. With a strong emphasis on delivering tangible results and superior value, Sia Partners is committed to helping clients navigate the digital revolution and achieve transformation. The firm operates with a global presence, employing over 3,500 consultants across 48 locations in 20 countries

Our Mumbai office was launched in 2024, marking an exciting new chapter for us. We’re building the team with people who are eager to shape something from the ground up — combining the agility and entrepreneurial energy of a startup with the backing and reach of a global brand.

Job Description

We’re looking for a hands-on Data Scientist with strong Python and backend skills to maintain and improve production algorithms. The focus is on performance optimization, parallel processing, bug fixing, and building/maintaining REST APIs (Django/FastAPI). ML/DL is applied pragmatically; GCP is a plus.

Key Responsibilities

  • Maintain and improve production algorithms; triage and fix bugs; add regression tests
  • Profile and optimize code (CPU/memory/I/O); apply parallelism/concurrency where relevant
  • Design and maintain REST APIs (Django/DRF or FastAPI) for model/algorithm services
  • Test for efficiency and scalability; benchmark latency/throughput; right-size costs
  • Ensure high code quality: unit/integration tests, type hints, CI/CD, documentation
  • Collaborate with product/data/QA to prioritize improvements and meet SLAs

Qualifications

  • 5–7 years in data science/software roles with production-grade Python
  • Strong Python expertise (pandas, NumPy), profiling tools (cProfile, line_profiler, memory_profiler, py-spy)
  • Parallel/concurrent processing (multiprocessing, threading, asyncio) and performance tuning
  • REST API development with Django/DRF or FastAPI (auth, error handling, pagination)
  • ML fundamentals with scikit-learn; experience deploying models to services
  • Testing/quality: pytest/unit test, CI/CD, Git workflows; clear communication and documentation

Additional Information

What We Offer 

  • Opportunity to lead cutting-edge AI projects in a global consulting environment. 

  • Leadership development programs and training sessions at our global centers. 

  • A dynamic and collaborative team environment with diverse projects. 

Position based in Mumbai (onsite)

Sia is an equal opportunity employer. All aspects of employment, including hiring, promotion, remuneration, or discipline, are based solely on performance, competence, conduct, or business needs. 

Similar Jobs

8 Minutes Ago
In-Office
Mumbai, Maharashtra, IND
Mid level
Mid level
Fintech • Information Technology • Financial Services
Support private credit valuations by onboarding investments, performing monthly and independent valuations, maintaining financial models, preparing portfolio review materials, and liaising with internal and external stakeholders.
Top Skills: Capital IqExcelFactset
2 Hours Ago
Remote or Hybrid
India
Senior level
Senior level
Cloud • Computer Vision • Information Technology • Sales • Security • Cybersecurity
Own and operate virtualized IaaS platforms (KVM, VMware, OpenStack, public cloud). Lead IaC (Terraform, Packer, Ansible) and automation, maintain R&D environments, perform incident RCA, participate in on-call rotation, document processes, and improve developer experience and reliability.
Top Skills: AIAnsibleAWSAzureBitbucketGCPGitGitlabLinuxmacOSOpenstackPackerPythonQemu/KvmTerraformVmware VcenterWindowsXen
4 Hours Ago
Remote or Hybrid
India
Senior level
Senior level
Fintech • Professional Services • Consulting • Energy • Financial Services • Cybersecurity • Generative AI
Lead business analysis for Risk Weighted Assets (RWA) and Counterparty Credit Risk (CCR) initiatives. Translate Basel III/IV and SA-CCR/IMM/EAD regulatory requirements into BRDs, FRDs, user stories, process flows and data mappings. Liaise with Market Risk, CCR, Regulatory Reporting, Finance, Quant and Technology teams to support capital calculations, RWA optimization and regulatory reporting for transformation programs.

What you need to know about the Mumbai Tech Scene

From haggling for the best price at Chor Bazaar to the bustle of Crawford Market, the energy of Mumbai's traditional markets is a key part of the city's charm. And while these markets will always have their place, the city also boasts a thriving e-commerce scene, ranking among the largest in the region. Driven by online sales in everything from snacks to licensed sports merchandise to children's apparel, the local industry is worth billions, with companies actively recruiting to meet the demands of continued growth.

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account