Full-Time
Senior Manager
Machine Learning, ML Ops
Posted on 3/13/2025
Clarivate
10,001+ employees
No salary listed
Expert
Company Does Not Provide H1B Sponsorship
Noida, Uttar Pradesh, India
- Bachelor’s or master’s degree in computer science, Engineering, or a related field.
- Overall 14+ years of experience including DevOps, machine learning operations and data engineering domain
- Proven experience in managing and leading technical teams.
- Strong understanding of MLOps practices, tools, and frameworks.
- Proficiency in data pipelines, data cleaning, and feature engineering is essential for preparing data for model training.
- Knowledge of programming languages (Python, R), and version control systems (Git) is necessary for building and maintaining MLOps pipelines.
- Experience with MLOps-specific tools and platforms (e.g., Kubeflow, MLflow, Airflow) can streamline MLOps workflows.
- DevOps principles, including CI/CD pipelines, infrastructure as code (IaC), and monitoring is helpful for automating ML workflows.
- Familiarity with cloud platforms (AWS, GCP, Azure) and their associated services (e.g., compute, storage, ML platforms) is essential for deploying and scaling ML models.
- Familiarity with container orchestration tools like Kubernetes can help manage and scale ML workloads efficiently.
- Oversee the deployment of machine learning models into production environments.
- Ensure continuous monitoring and performance tuning of deployed models.
- Implement robust CI/CD pipelines for model updates and rollbacks.
- Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions.
- Communicate project status, risks, and opportunities to stakeholders.
- Provide technical guidance and support to team members.
- Design and manage scalable infrastructure for model training and deployment.
- Automate repetitive tasks to improve efficiency and reduce errors.
- Ensure the infrastructure meets security and compliance standards.
- Stay updated with the latest trends and technologies in MLOps.
- Identify opportunities for process improvements and implement them.
- Drive innovation within the team to enhance the MLOps capabilities.
- Experience with big data technologies (Hadoop, Spark).
- Knowledge of data governance and security practices.
- Familiarity with DevOps practices and tools.
Company Size
10,001+
Company Stage
IPO
Headquarters
London, United Kingdom
Founded
2016
Simplify's Take
What believers are saying
- Growing demand for AI-driven patent analysis tools boosts Clarivate's market potential.
- Expansion in Latin America's pharmaceutical market offers significant growth opportunities.
- Cloud-based library services in Croatia showcase potential for global library modernization.
What critics are saying
- Emerging markets in Asia pose competition in intellectual property analytics.
- Open-access publishing models may reduce demand for Clarivate's subscription services.
- Economic instability in Latin America could hinder pharmaceutical market expansion.
What makes Clarivate unique
- Clarivate's Top 100 Global Innovators list highlights leading technology and innovation organizations.
- The company offers a unique subscription-based access model for academic content.
- Clarivate excels in trademark management, leveraging AI for brand asset protection.
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Benefits
Hybrid Work Options
Flexible Work Hours
Remote Work Options
Company News
The Clarivate Top 100 Global Innovators 2025 Awards were presented to the world's most innovative companies and organizations, based on Clarivate's proprietary analysis of intellectual property and patent trends.
List highlights organizations at the forefront of technology research and innovationGALWAY, Ireland, March 12, 2025 /PRNewswire/ -- TE Connectivity, a world leader in connectors and sensors, has been named among the Clarivate Top 100 Global Innovators, an annual list of organizations that prioritize innovation as a business strategy
The Top 100 organizations generate $4.6 trillion USD in annual revenues, representing 4.4% of the global economyLONDON, March 12, 2025 /PRNewswire/ -- Clarivate Plc (NYSE:CLVT), a leading global provider of transformative intelligence, today revealed its 2025 ranked list of Top 100 Global Innovators – the organizations at the forefront of technology research and innovation worldwide.The Top 100 organizations prioritize innovation as a central part of their business strategy. Their investment levels in science, engineering, product design and problem-solving is, on average, 8.8% of their revenues. Across the Top 100, this was almost $290 billion USD.New this year: This year, Clarivate analyzes the convergence phenomenon – the integration of various scientific and engineering fields that promote the spread of innovation into products – through five macro-forces: sustainability, wellbeing, mobility, connectivity and automation. Within the top 0.5% of the most critical and valuable protected ideas, convergent inventions, those overlapping between innovation forces, account for almost 40%.Geographical spread: Eleven countries and regions are identified in this year's list – one more than last year. Japan maintains its position as the biggest contributor to the Top 100 entities, with 33 organizations named, although it has seen a decrease of five since last year. The United States has 18 organizations listed this year, Taiwan has 13, Germany and South Korea both have eight, France has seven, Mainland China has six, Switzerland has three, Netherlands has two, and Sweden and Finland, which is back on the list this year, both have one.Industry sectors: There has been little change in the industry sector representation compared to 2024, with movements up and down by one or two individual representations
HSINCHU, March 12, 2025 /PRNewswire/ -- The Industrial Technology Research Institute (ITRI) has been named a Top 100 Global Innovator 2025 by Clarivate™, marking its ninth time and eight consecutive year receiving this honor. The Institute is one of three global research organizations on the list and holds the record for the most wins by a research organization in Asia, standing alongside international innovators such as Mitsubishi Electric, Toshiba, Qualcomm, Dow, and Philips. Past winners include tech leaders such as Amazon, Apple, and Microsoft
New insights from Clarivate examine strategic partnerships, API production, and innovation in the regionLONDON, Feb. 27, 2025 /PRNewswire/ -- Clarivate Plc (NYSE: CLVT) a leading global provider of transformative intelligence, has released a new white paper, How is Latin America Growing?, shedding light on the pharmaceutical industry's evolution in the region. The report explores critical challenges and opportunities, emphasizing the importance of strategic partnerships, local API production, and regulatory modernization to drive sustainable growth.Latin America's pharmaceutical market, valued at $98 billion, is projected to grow by 10.1% between 2021 and 20251. Discussions at the 2023 Summit LATAM in Barcelona and the 2024 Summit LATAM at CPhI Milan underscored the need for collaboration among industry stakeholders, government agencies, and academia to strengthen regional innovation and competitiveness. With increasing global demand for pharmaceuticals, Latin America has the potential to become a key player in the industry by leveraging its manufacturing capabilities and investing in research and development. Addressing regulatory challenges and fostering a robust innovation ecosystem will be essential in ensuring long-term success and sustainability for the region.Henry Levy, President, Life Sciences and Healthcare, Clarivate, said: "The Latin American pharmaceutical sector is at a pivotal moment