ML-Ops

Reposted 10 Days Ago
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Mumbai, Maharashtra, IND
Hybrid
Senior level
Healthtech • Professional Services • Consulting • Generative AI • Manufacturing
The Role
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.
Summary Generated by Built In
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. 

Skills Required

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

Sia Partners Compensation & Benefits Highlights

The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Sia Partners and has not been reviewed or approved by Sia Partners.

  • Healthcare Strength Core medical coverage includes medical, dental, and vision alongside life and AD&D, an Employee Assistance Program, and wellness resources. Multiple plan options and access to supportive services indicate robust healthcare support.
  • Parental & Family Support Fully paid parental leave for eligible employees and family‑support resources are highlighted. These offerings signal meaningful support for new parents.
  • Leave & Time Off Breadth A generous PTO policy is paired with company and floating holidays. This combination suggests ample time‑off flexibility beyond standard leave.

Sia Partners Insights

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The Company
HQ: Paris
3,323 Employees
Year Founded: 1999

What We Do

Sia Partners is a next generation management consulting firm and pioneer of Consulting 4.0. We offer a unique blend of AI and design capabilities, augmenting traditional consulting to deliver superior value to our clients. Counting 1,800 consultants in 18 countries, we expect to achieve USD 300 million in turnover for the current fiscal year. With a global footprint and expertise in more than 30 sectors and services, we optimize client projects worldwide. Through our Consulting for Good approach, we strive for next-level impact by developing innovative CSR solutions for our clients, making sustainability a lever for profitable transformation.

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