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Director of ML Operations

The Opportunity Working under the Head of the Technology Office, the Director will be instrumental in designing and executing plans for our AI Platform that prioritize scalability, security, and alignment with our objectives. The Role Technical Expertise • Develop AI/ML models and algorithms by employing advanced principles, architectures, and frameworks. Utilize proficiency in widely-used programming languages and libraries to propel AI projects forward.• Expertise in AI platform and product design: experienced in creating, developing, or managing AI platforms, with a focus on cloud-based solutions like AWS, Azure, or Google, integrating both expansive and compact language models, whether open or closed.• Specialized data engineering skills: Designing, establishing, and preserving data pipelines, applying data processing methodologies, and managing data storage solutions tailored for AI workloads.• Develop scalable AI solutions by adhering to software engineering best practices, which involve following the software development lifecycle, incorporating DEVOPS techniques, and utilizing effective testing methodologies.Leadership and Management• Translating AI programs into actionable roadmaps that are aligned with team goals is crucial in strategic thinking.• Cultivate a culture of learning and creativity within AI teams by promoting teamwork and mentorship.• Drive cross-functional partnerships by interacting with stakeholders and leaders from disparate segments of the company.• In project management, the focus lies in supervising collaborations, achieving on-time and cost-effective completion of AI initiatives, and adeptly addressing resource allocation and risk mitigation.Strategic Vision• Maintain awareness of industry advancements in AI technology to identify potential opportunities and threats.• Spin a yarn: Weaving a tale that delves into the themes of vision and journey with flair.• Cultivate innovation: Encourage experimenting and exploring the newest AI techniques to stay ahead in the competition.• Recognizing the ethical implications of AI plays a key role in ensuring that its advancement and application are conducted with responsibility and fairness.• AI Leading the Way, its potential, and the strategic direction we are taking with our partners.• Keep yourself up to speed with the latest developments in AI and machine learning through ongoing investigation.• Clarify detailed AI concepts for non-tech colleagues to strengthen comprehension, integration, and engagement.Vendor Management:• Managing the contractual ownership arrangements with AI technology vendors.• Take charge of vendor relationships to ensure the fulfillment of service levels and contractual obligations.Financial Management:• Managing finances in excess of $10 million allocated to an AI and cloud platformTeam Leadership:• Supervise a team of IT specialists to maximize their productivity.• Foster a mindset that embraces forward-thinking, teamwork, and perpetual advancement.Your Strengths and Skill Set• The necessary academic requirement is a degree at the undergraduate level in computer science, computer engineering, information technology, mathematics, or a similar discipline• Possessing a master's degree and associated credentials is viewed favorably• Accumulating ten plus years of valuable IT experience• Extensive experience in managing teams for a minimum of four years, showcasing strong leadership skills.• Guiding IT projects across the globe involves adapting methodologies and strategies to suit different market conditions.• Preference is given to candidates with experience in Pharma/Biotech or a similarly regulated environment• Background in solution architecture, emphasizing cloud technologies such as AWS, Azure, and Google Cloud Platform.• Collaborate with stakeholders from different backgrounds, both technical and non-technical.• Established expertise in deploying synchronized strategies for cloud roadmap implementation.• Substantiated expertise in utilizing LLM models in practice.• Having familiarity with DevOps and experience in ML/AI engineering is advantageous.The expected base salary range for this position at hiring is $190,000 - $260,000. Please note this salary range reflects the minimum and maximum base pay that CSL expects to pay for this position at the listed location as of the time of this posting. Individual base salary for a successful candidate is determined by qualifications, skill level, experience, competencies and other relevant factors. In addition to base salary, total compensation for this role may also include incentive compensation and equity.Our BenefitsCSL employees that work at least 30 hours per week are eligible for benefits effective day 1. We are committed to the wellbeing of our employees and their loved ones. CSL offers resources and benefits, from health care to financial protection, so you can focus on doing work that matters. Our benefits are designed to support the needs of our employees at every stage of their life. Whether you are considering starting a family, need help paying for emergency back up care or summer camp, looking for mental health resources, planning for your financial future, or supporting your favorite charity with a matching contribution, CSL has many benefits to help achieve your goals.Feel free to browse our benefits site to understand the benefits and advantages available to you as a CSL employee.About CSL BehringCSL Behring is a global leader in developing and delivering high-quality medicines that treat people with rare and serious diseases. Our treatments offer promise for people in more than 100 countries living with conditions in the immunology, hematology, cardiovascular and metabolic, respiratory, and transplant therapeutic areas. Learn more about CSL Behring.The vision is for CSL to accurately capture the world around usExplore how CSL embraces diversity and inclusion within its global organization, uniting employees from diverse cultural backgrounds across 35+ countries.Take on significant challenges at CSL Behring!

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$190000K
$260000K

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What You Should Know About Director of ML Operations, CSL Behring

At CSL Behring, we are seeking an exceptional Director of ML Operations to join our dynamic team based in Winthrop, MA. In this exciting role, you will report directly to the Head of the Technology Office and play a pivotal part in shaping the future of our AI Platform. Your technical expertise will shine as you develop cutting-edge AI/ML models using advanced algorithms and frameworks. You’ll design cloud-based solutions on AWS, Azure, or Google, ensuring that diverse language models integrate seamlessly. Your specialized data engineering skills will be crucial for establishing data pipelines tailored for AI workloads. We are looking for a leader who can translate ambitious AI programs into actionable roadmaps, fostering collaboration across teams to achieve strategic goals. Keeping your finger on the pulse of AI advancements will empower you to innovate responsibly and ethically. You will also manage vendor relationships and oversee a budget exceeding $10 million, all while cultivating a team environment that values creativity and continuous growth. With a foundation in computer science and over ten years of IT experience, including four years leading teams, you will embody the vision we are pursuing at CSL. We offer a competitive salary range of $190,000 to $260,000, and our benefits support your life’s journey. If you’re ready to tackle significant challenges and lead innovative AI initiatives, CSL Behring is excited to hear from you!

Frequently Asked Questions (FAQs) for Director of ML Operations Role at CSL Behring
What are the primary responsibilities of the Director of ML Operations at CSL Behring?

As the Director of ML Operations at CSL Behring, your primary responsibilities include designing and executing strategic plans for our AI Platform, developing scalable AI/ML models, and overseeing data engineering efforts. You will also lead cross-functional teams to ensure the successful delivery of AI initiatives, manage vendor relationships, and maintain a budget exceeding $10 million.

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What qualifications are required for the Director of ML Operations position at CSL Behring?

Candidates must possess an undergraduate degree in computer science, engineering, mathematics, or related fields, while a master's degree is preferred. You should have at least ten years of IT experience with a minimum of four years in leadership roles, especially in an environment such as Pharma or Biotech. Familiarity with cloud technologies, DevOps, and ML/AI engineering is favorable.

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How does the Director of ML Operations at CSL Behring contribute to innovation?

In the role of Director of ML Operations at CSL Behring, you will cultivate a culture of innovation by encouraging team experimentation with AI techniques. You’ll stay updated on industry advancements to identify opportunities and apply ethical practices in the development of AI solutions, ensuring responsible use of technology in our projects.

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What is the expected salary range for the Director of ML Operations at CSL Behring?

The expected salary range for the Director of ML Operations at CSL Behring is between $190,000 and $260,000, depending on qualifications, experience, and competencies. This compensation package may also include additional incentives and equity features.

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What benefits does CSL Behring offer to its employees in the Director of ML Operations role?

CSL Behring provides a comprehensive benefits package that includes health care, financial protection, and resources for various life stages. Employees working at least 30 hours per week are eligible for benefits from day one, aimed at supporting well-being, including mental health resources and family assistance.

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Common Interview Questions for Director of ML Operations
Can you describe your experience with developing AI/ML models?

When answering this question, highlight specific projects where you developed AI/ML models, discussing the algorithms you used and the challenges you overcame. Showcase your familiarity with programming languages and any frameworks that were pivotal to your success.

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How have you implemented cloud solutions in your previous roles?

In your response, discuss your experience with cloud platforms like AWS, Azure, or Google Cloud. Provide examples of how you designed or managed cloud-based solutions, particularly emphasizing how they were integrated into existing systems or platforms.

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How do you ensure effective team collaboration in a technical environment?

Explain your approach to fostering teamwork, such as through regular meetings, collaborative tools, and mentorship programs. Provide examples where promoting a culture of learning led to successful project outcomes.

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What strategies do you use to keep up with AI industry advancements?

Share your methods for staying informed, such as attending conferences, participating in workshops, or engaging with online communities. You can also mention specific resources or publications you find valuable.

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How do you manage vendor relationships to ensure successful project delivery?

Discuss your experience with vendor management, emphasizing how you ensure contractual obligations are met. Provide examples of how you foster strong relationships to facilitate collaboration and deliver results effectively.

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Can you detail your experience with financial management in IT projects?

Talk about your experience managing budgets, especially in excess of $10 million. Highlight how you track expenses, allocate resources, and ensure financial compliance while delivering projects on time.

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What is your leadership style when managing technical teams?

Describe your leadership philosophy and how you adapt your style to fit the team's needs. It's important to mention how you motivate your team, encourage innovation, and support professional development.

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How do you handle risk management in AI projects?

Discuss your approach to identifying, assessing, and mitigating risks in AI initiatives. Highlight specific methodologies or tools you use to manage potential obstacles and ensure project success.

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What ethical considerations do you take into account when developing AI solutions?

Offer insights into the ethical implications surrounding AI, such as bias, transparency, and accountability. Share how you incorporate these ethical principles into your development process.

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How do you communicate complex AI concepts to non-technical stakeholders?

Explain your strategy for breaking down technical jargon into simple terms for non-tech colleagues. Mention the tools or methods you use, like visual aids, to foster understanding and buy-in for your projects.

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Full-time, on-site
DATE POSTED
December 7, 2024

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