Analog Devices, Inc

Lead Data Scientist - Demand Forecasting (Market Analytics)

Analog Devices, Inc$109K — $150K *
Business Services
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's or Master's degree in Data Science, Economics, Statistics, Engineering, or a related field.
  • 6-10+ years of experience in demand forecasting, economic analysis, or advanced analytics.
  • Strong understanding of macroeconomic concepts and industry demand drivers.
  • Experience applying macroeconomic or market insights within forecasting or planning workflows.
  • Proficient in integrating internal operational and external market data.
  • Ability to interpret analytical outputs and influence business decisions effectively.
  • Excellent communication skills for engaging with both technical and non-technical stakeholders.

Responsibilities

  • Analyze internal and external datasets to identify shifts in demand across various end markets.
  • Develop frameworks to quantify macro signals for forecasting and scenario planning.
  • Identify leading indicators that highlight demand inflection points, risks, and opportunities.
  • Own and guide forecast biasing decisions based on macro signals and analytical insights.
  • Collaborate with Planning, Business Units, and FP&A to align on demand outlook and key assumptions.
  • Support demand planning with data-driven market interpretation.
  • Interpret machine learning forecast outputs and articulate their drivers and limitations.

Benefits

  • Discretionary performance-based bonus based on personal and company performance.
  • Medical, vision, and dental coverage.
  • 401k plan with company contributions.
  • Paid vacation, holidays, and sick time.
Full Job Description
We are seeking a Lead Data Scientist / Economist - Demand Forecasting to advance our ability to anticipate and interpret macro-driven demand shifts across ADI's end markets.

This individual contributor role will analyze internal and external data to identify leading demand indicators, guide forecast biasing decisions, and translate model outputs into actionable business insights. The role will serve as a critical bridge between data science, supply chain planning, and FP&A to improve forecast quality and inform business decision-making.

Key Responsibilities
  • Macro & Market Demand Analysis:
  • Analyze internal (orders, backlog, bookings) and external datasets (macroeconomic indicators, industry trends, third-party data) to identify shifts in demand across end markets (e.g. Aerospace & Defense, Automotive, Communications, Consumer, Data Centers, Energy, Healthcare, Industrial...)
  • Develop frameworks to quantify and incorporate macro signals into forecasting and scenario planning.
  • Identify leading indicators and structural changes to provide forward-looking insights on demand inflection points, risks, and opportunities.
  • Forecast Biasing & Business Insight:
  • Own and guide forecast biasing decisions by translating macro signals and analytical insights into actionable adjustments.
  • Partner with Planning, Business Units, and FP&A to align on demand outlook and key assumptions.
  • Support demand and scenario planning through data-driven market interpretation.
  • Model Interpretation & Explainability:
  • Interpret machine learning forecast outputs, clearly explaining drivers, assumptions, and limitations.
  • Translate complex analytical results into concise narratives for senior leadership.
  • Improve transparency, trust, and adoption of ML-driven forecasts.
  • Advanced Analytics & Data Integration:
  • Leverage statistical and machine learning techniques to enhance demand signal detection and forecast accuracy.
  • Partner with data science teams to improve model responsiveness and explainability for macro-driven demand shifts.
  • Integrate macroeconomic and market-derived signals into machine learning forecasting workflows, including feature engineering, model inputs, and post-model biasing processes.

Qualifications
  • Bachelor's or Master's degree in Data Science, Economics, Statistics, Engineering, or related field.
  • 6-10+ years of experience in demand forecasting, economic analysis, or advanced analytics.
  • Strong understanding of macroeconomic concepts and industry demand drivers.
  • Experience applying macroeconomic or market insights within forecasting, planning, or analytics workflows.
  • Experience working with both internal operational data and external market datasets.
  • Proven ability to interpret analytical outputs and influence business decisions.
  • Strong communication skills with ability to engage technical and non-technical stakeholders.

Preferred Skills
  • Background in economics, market intelligence, or strategy analytics.
  • Experience in semiconductor or high-tech industries.
  • Familiarity with forecasting and data platforms (SQL, Snowflake).
  • Experience working closely with Finance / FP&A on planning and outlook development.


For positions requiring access to technical data, Analog Devices, Inc. may have to obtain export licensing approval from the U.S. Department of Commerce - Bureau of Industry and Security and/or the U.S. Department of State - Directorate of Defense Trade Controls and/or other government agencies.

Job Req Type: Experienced

Required Travel: Yes, 10% of the time

Shift Type: 1st Shift/Days

The expected wage range for a new hire into this position is $109,600 to $150,700.
  • Actual wage offered may vary depending on work location, experience, education, training, external market data, internal pay equity, or other bona fide factors.
  • This position qualifies for a discretionary performance-based bonus which is based on personal and company factors.
  • This position includes medical, vision and dental coverage, 401k, paid vacation, holidays, and sick time, and other benefits.

About Analog Devices, Inc

Analog Devices (NYSE: ADI) defines innovation and excellence in signal processing. ADI's analog, mixed-signal, and digital signal processing (DSP) integrated circuits (IC) play a fundamental role in converting, conditioning, and processing real-world phenomena such as light, sound, temperature, motion, and pressure into electrical signals to be used in a wide array of electronic equipment. But that doesn't begin to capture the essence of what Analog Devices does for their customers, and ultimately for the end user.

Analog Devices, Inc Careers

Joining Analog Devices, Inc (ADI) offers an unparalleled opportunity to be part of a team that prides itself on innovation, leadership, and a diverse and inclusive culture. As a global leader in the semiconductor industry, ADI is the perfect place to advance your career, whether you're a seasoned professional or just starting out. Work You’ll Do At Analog Devices, Inc, you will collaborate with some of the brightest minds in the industry, working on groundbreaking projects that shape the future of technology. Our commitment to innovation is unwavering, and we empower our team to explore new ideas and solutions. Be Part of a Great Team ADI is not just about individual achievements but about collective success. Our team culture is built on collaboration, where each member’s skills and insights are valued. We believe in nurturing our employees' growth through comprehensive professional and diversity training programs that foster an inclusive environment. Innovate and Lead Step into a role at ADI and you’ll find yourself at the intersection of technology and innovation. Our leadership in designing and manufacturing semiconductor products allows us to push boundaries and think outside the box. Your work here leads to the development of solutions that not only meet but exceed our clients' expectations. Career Growth and Opportunities Your career at Analog Devices, Inc is filled with endless possibilities. We offer a variety of job opportunities across multiple functions, ensuring that your career trajectory is in your hands. From engineering to marketing, and from sales to research and development, every position contributes to our global success. Internship Programs Start your career journey with an internship at ADI, where you can apply your academic knowledge in a real-world setting. Our internships provide a robust platform for learning and development, making you job-ready and equipped with practical skills that stand out in your resume. Benefits and Culture Choosing a career at Analog Devices, Inc means more than just employment. It signifies becoming part of a company that values your well-being and professional development. Our benefits package is designed to support not only your individual needs but also those of your family, encompassing health, finance, and work-life balance. Join Our Team Explore the job opportunities and open positions on our Careers page. We are continuously hiring new talents who are passionate, curious, and eager to make a difference. Sharpen your skills through our training programs and prepare for your interview with confidence. Networking and Professional Development At ADI, networking and professional development are part of our DNA. Engage with leaders and peers through various events and platforms, enhancing your career prospects and gaining insights that are integral to professional growth. Stay Connected Keep up to date with the latest at Analog Devices, Inc by following our Careers Blog. Gain insider perspectives and industry-leading insights that can help you navigate your career path at ADI. Job Alert Emails Personalize your subscription to receive job alerts and the latest news tailored to your preferences. Discover the exciting and rewarding career opportunities waiting for you at Analog Devices, Inc. Join Analog Devices, Inc today and be part of a company that thrives on innovation, values diversity, and is dedicated to your professional growth.
Learn more about Analog Devices, Inc
Size
24,700 employees
Market Cap
$82.5 billion
Industry
Net Income
$1.4 billion
Founded
1965
5 Year Trend
+18%
Revenue
$5.8 billion
NASDAQ

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