Senior MLOps Engineer
Senior MLOps Engineer
Posted on :
09-04-2025
Employer Active
1 Vacancy
Job Alert
You will be updated with latest job alerts via emailValid email field required
Send jobs
Share
Send me jobs like this
Job Alert
You will be updated with latest job alerts via emailValid email field required
Send jobs
Job Description
Help empower our global customers to connect to culture through their passions.
Job Description: MLOps Engineer
Why youll love this role
StockX is an established global startup headquartered in the USA with development offices in Bangalore India.
We are seeking a versatile and skilled MLOps Engineer with expertise in DevOps CloudOps (preferably AWS Cloud) and foundational knowledge of Data Engineering and Software Engineering. The ideal candidate should have 45 years of relevant experience a solid understanding of deploying managing and scaling machine learning pipelines in production and experience in backend software development and API design.
What youll do
- Design build and maintain endtoend machine learning pipelines including model training validation deployment monitoring and updating.
- Implement CI/CD pipelines tailored for machine learning workflows.
- Enhance ML Pipeline Efficiency Directly improve the robustness scalability and performance of our TensorFlow and Kubeflow pipelines
- Focus on optimizing model training and serving processes minimizing downtime and automating routine tasks to increase operational efficiency
- Drive Platform Scaling & Innovation Take a leadership role in expanding our ML platforms capacity to manage larger data volumes and more complex models
- Research and integrate cuttingedge technologies develop scalable architectures and elevate system performance and efficiency through continuous enhancements
- Establish MLOps Excellence Design and implement robust MLOps frameworks that streamline the integration continuous deployment and monitoring of ML models
- Set up comprehensive CI/CD pipelines automate testing and create monitoring tools to proactively track model performance and detect issues
- Foster CrossFunctional Collaboration Partner with data scientists software engineers and product teams to transform business requirements into scalable and dependable machine learning solutions
- Bridge the gap between model development and deployment ensuring models are productionready and align with performance standards
- Overcome Production Challenges Proactively monitor troubleshoot and resolve issues affecting model performance data pipeline integrity and system efficiency
- Identify root causes and implement strategic solutions to ensure the ongoing stability and performance of our ML infrastructure
- Streamline cloud infrastructure (AWS preferred) automate deployments with IaC tools and ensure scalable reliable and highperforming ML workflows.
- Deploy ML models with containerization and orchestration and establish monitoring systems for performance data drift and system health.
- Develop scalable backend solutions integrate ML models via APIs ensure clean code practices with optional frontend expertise.
- Collaborate across teams to align ML solutions with business goals and document processes for reproducibility and excellence.
- Support data engineering by integrating pipelines optimizing storage and preprocessing datasets for ML workloads.
About you
- Educational and Technical Foundation Bachelors degree in Computer Science or a related technical field or equivalent practical experience.
- You should have solid experience in maintaining and scaling machine learning pipelines using TensorFlow and Kubeflow.
- Knowledge of ML Engineering including model architecture design and hyperparameter tuning.
- Advanced MLOps Proficiency At least 3 years of experience in ML Engineering with expertise in deploying models and managing ML workflows and familiarity with MLflow TFX or Airflow.
- Strategic Problem Solver with Collaborative Spirit Excel at solving complex problems at scale and have a proven ability to work effectively within collaborative fastpaced crossfunctional teams.
- Youre adept at communicating technical concepts across various stakeholder groups ensuring alignment and understanding.
- Innovative Tech Enthusiast with Cloud Expertise Your proactive approach drives you to continually seek improvements in ML development and deployment processes.
- You have a strong knowledge of cloud platforms particularly AWS and experience with containerization tools like Docker and Kubernetes. Handson experience with AWS Cloud (EC2 S3 RDS Lambda SageMaker etc..
- Strong programming skills in Python with experience in frameworks like TensorFlow PyTorch scikitlearn LLM / Lang chain / Agent experience is a plus.
Nice to have skills
- Understanding of embeddings / vector databases and feature stores
- Knowledge of monitoring tools like Prometheus Grafana or CloudWatch.
- Experience with other cloud platforms (GCP Azure) is a plus.
- Understanding of model explainability fairness and ethical considerations in AI/ML.
- Experience with version control tools like Git and ML model versioning tools like MLflow or DVC.
About StockX
StockX is proud to be a Detroitbased technology leader focused on the large and growing online market for sneakers apparel accessories electronics collectibles trading cards and more. StockXs powerful platform connects buyers and sellers of highdemand consumer goods from around the world using dynamic pricing mechanics. This approach affords access and market visibility powered by realtime data that empowers buyers and sellers to determine and transact based on market value. The StockX platform features hundreds of brands across verticals including Jordan Brand adidas Nike Supreme BAPE OffWhite Louis Vuitton Gucci; collectibles from brands including LEGO KAWS Bearbrick and Pop Mart; and electronics from industryleading manufacturers Sony Microsoft Meta and Apple. Launched in 2016 StockX employs 1000 people across offices and verification centers around the world. Learn more at www.stockx.
We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race religion color national origin gender sexual orientation age marital status veteran status or disability status. This job description is intended to convey information essential to understanding the scope of the job and the general nature and level of work performed by job holders within this job. However this job description is not intended to be an exhaustive list of qualifications skills efforts duties responsibilities or working conditions associated with the position. StockX reserves the right to amend this job description at any time.
Required Experience:
Senior IC
Employment Type
Full Time
Key Skills
Report This Job
Disclaimer: Drjobpro.com is only a platform that connects job seekers and employers. Applicants are advised to conduct their own independent research into the credentials of the prospective employer.We always make certain that our clients do not endorse any request for money payments, thus we advise against sharing any personal or bank-related information with any third party. If you suspect fraud or malpractice, please contact us via contact us page.
