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SeniorLead Data Scientist MLOPS
SeniorLead Data Scientist MLOPSSrijan Technologies • Gurgaon, Haryana, India
SeniorLead Data Scientist MLOPS

SeniorLead Data Scientist MLOPS

Srijan Technologies • Gurgaon, Haryana, India
8 days ago
Job description

About US : -

We turn customer challenges into growth opportunities.

Material is a global strategy partner to the worlds most recognizable brands and innovative companies. Our people around the globe thrive by helping organizations design and deliver rewarding customer experiences.

Srijan a Material company is a renowned global digital engineering firm with a reputation for solving complex technology problems using their deep technology expertise and leveraging strategic partnerships with top-tier technology partners. Be a part of an Awesome Tribe

Job Title : Senior / Lead ML Engineer / Data Scientist (Regression & MLOps)

Experience : 5 years

Employment Type : Full-time

About the Role

Were looking for a hands-on Senior / Lead ML Engineer / Data Scientist with a strong foundation in supervised learning (especially regression) and mathematical optimization who can build deploy and sustain production ML solutions. You will own models end-to-endfrom problem framing and feature engineering to containerized deployment (Docker / Kubernetes) MLOps automation and production monitoring in a cloud environment (Azure / AWS / GCP).

What Youll Do

  • Solution Building
  • Frame business problems as regression / forecasting tasks; design robust baselines and iterate to production-grade models.
  • Engineer features select algorithms (e.g. Linear / GLM Tree-based methods GBMs) and run disciplined experimentation and hyper-parameter tuning.
  • Apply optimization techniques (LP / MIP / heuristics / simulation) to turn predictions into decisions (pricing allocation scheduling routing etc.).
  • Deploying & Sustaining
  • Package models as services (Docker) orchestrate on Kubernetes (or Azure ML endpoints / SageMaker / GCP Vertex) and implement CI / CD for ML.
  • Own MLOps : reproducible training model registry automated evaluation canary / blue-green releases data & concept drift monitoring retraining triggers.
  • Build observability : metrics tracing and alerting (e.g. Prometheus / Grafana / Evidently).
  • Collaboration & Ownership
  • Partner with product data and engineering to translate goals into measurable outcomes and SLAs.
  • Communicate trade-offs clearly; document assumptions data contracts and runbooks.
  • Demonstrate strong ownership : drive delivery timelines unblock dependencies and maintain production stability.

Required Skills & Experience

  • Core ML : 5 years hands-on with supervised learning with deep experience in regression (tabular data time-based features leakage control calibration error analysis).
  • Optimization : Practical experience with LP / MILP / CP or heuristic approaches (e.g. PuLP / OR-Tools / Pyomo) to operationalize decisions.
  • Python & Ecosystem : Proficient with pandas NumPy scikit-learn XGBoost / LightGBM; comfortable with PyTorch / TensorFlow for custom components if needed.
  • MLOps : Model packaging MLflow (or equivalent) for tracking / registry data versioning (e.g. DVC / LakeFS) and pipeline orchestration (Airflow / Kubeflow).
  • DevOps / Platform : Docker Kubernetes Git CI / CD (GitHub Actions / GitLab CI / Azure DevOps) artifact registries; environment management (poetry / conda).
  • Cloud : Experience deploying on Azure / AWS / GCP (managed training / inference storage IAM networking basics).
  • Quality & Reliability : Testing for data / feature integrity unit / integration tests performance profiling cost / perf optimization.
  • Soft Skills : Clear communication structured problem-solving stakeholder management and ownership mindset.
  • What We Offer

  • Professional Development and Mentorship.
  • Hybrid work mode with remote friendly workplace. (6 times in a row Great Place To Work Certified).
  • Health and Family Insurance.
  • 40 Leaves per year along with maternity & paternity leaves.
  • Wellness meditation and Counsellingsessions.
  • Required Experience :

    Senior IC

    Key Skills

    Laboratory Experience,Mammalian Cell Culture,Biochemistry,Assays,Protein Purification,Research Experience,Next Generation Sequencing,Research & Development,cGMP,Cell Culture,Molecular Biology,Flow Cytometry

    Experience : years

    Vacancy : 1

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    Data Scientist • Gurgaon, Haryana, India

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